The email sat in Eleanor’s inbox, glowing with a malevolent light. *Reassignment: Marketing to Accounts Payable*. She reread it, her jaw tight. The “opportunity” felt more like a demotion, a punishment for… what, exactly? She’d consistently exceeded her quotas in Marketing, always arriving early and staying late. Now, she was being shuffled to a department known for its drabness and tedious tasks. Her fingers clenched, crumpling the digital notification as if it were a physical sheet of paper.

Eleanor slammed her laptop shut, the sound echoing in the otherwise quiet office. She stormed over to the water cooler, pouring herself a glass of water with more force than necessary, slopping some onto the floor. Returning to her desk, she found herself staring at the framed picture of her team, their smiling faces now seeming mocking and detached.

“Absolutely ridiculous,” she muttered under her breath, her voice filled with a tremor of suppressed fury. She spun her chair away from her desk, staring out the window, watching the pedestrians below. The world seemed to move on, unaware of the injustice that had just transpired.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256