The script, in her own teenage hand, was sharp and bitter. The letter, meant for her grandfather, lay open on the kitchen table. Her jaw tightened as she read the words. It felt like yesterday.

The words described the feeling of being dismissed, of being belittled. The letter was a catalog of perceived injustices, a teenager's plea for recognition. A wave of heat flushed her face. The memories, once distant, now felt fresh.

She crumpled the paper in her hand, the sound echoing in the silent house. She needed to move, to get away from the memories. She threw it in the trash and then walked out into the cold air.

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