The scent of lavender from the potpourri on the desk suddenly became cloying, suffocating. Penelope pushed the rejection letter away, as if it were a contaminated object. Her breath came in short, shallow gasps. She had known, in her heart, that this was it. That this was her ticket.

She rose from her chair, her legs feeling shaky. She paced her small, cluttered apartment, her footsteps echoing in the silence. The world outside, the vibrant city, suddenly seemed to be sneering at her. Her carefully crafted world, meticulously laid out within her manuscript, was deemed *unworthy*. The thought was almost unbearable.

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