The rejection email arrived with a coldness that mirrored the late-night chill in her apartment. Amelia had dedicated months to her application, meticulously crafting her essays, polishing her portfolio, attending every workshop she could. The prestigious summer internship, a stepping stone to her future, was now out of reach. She felt a burning sensation in her throat. She re-read the brief, impersonal message, then slammed her laptop shut, the abrupt sound startling even herself. She wanted to break something.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203