"Uninspired prose? Uninspired!" Eleanor’s voice was a tight, controlled rasp as she reread the editor's comments. She crumpled the email into a ball, the digital words feeling as flimsy and offensive as a child's drawing. Her stomach churned. How dare they? She'd spent months crafting the perfect sentences, the breathtaking metaphors, the – clearly – brilliant plot twists.

She slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. She paced, her high heels clicking sharply on the hardwood floor, a frantic energy coursing through her. She envisioned the publisher's office, all gleaming glass and minimalist furniture, the epitome of the soulless literary wasteland that had just rejected her.

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