The rejection letter crackled in her hand. Emily stared at it, the words blurring through a sudden film of tears. The elegant calligraphy, the polite phrasing, did nothing to soften the blow. Another company, they claimed, held the patent. Another company had, somehow, stolen her dream. She crumpled the letter in her fist. The paper felt sharp, a physical manifestation of her anguish. She slammed it onto the desk, the sound echoing in her empty workshop. She kicked a stray toolbox, the metal clanging against the concrete floor. She felt a tremor run through her body, a mixture of rage and utter despair.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217