The air in the room seemed to thicken, a palpable weight pressing down on Clara. The email, with its flowery language of regret, felt like a personal betrayal. She'd put her heart and soul into this, sacrificing her free time, navigating complex logistics. It was supposed to be a triumph.

She marched across the room, her footsteps echoing in the sudden silence. She kicked a stray shoe across the floor. She needed to do *something*. She felt a volatile mix of anger and disappointment boiling inside her. She felt cheated, robbed of a moment she'd carefully crafted.

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