The text message flashed across her screen: “Can’t make it to dinner. Big project deadline.” Emily stared at the words, a tight knot forming in her throat. She knew, with a sinking certainty, that her friend was once again fabricating a busy schedule. Emily had been spending less and less time with her; she had started to wonder what it meant. She looked at the unanswered texts, the unanswered phone calls. The world seemed to dim. She sat on the couch, the silence of the apartment closing in around her. The familiar ache in her chest seemed to grow stronger.

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