The card was nestled amongst a pile of bills and advertisements. He stared at it, a generic picture of a sunset. John's birthday was next week, and he had been anticipating a call from his son. This was a poor substitute.

He crumpled the card in his fist, then unclenched it, smoothing out the cheap paper. He felt a deep, profound sense of… alienation. The lack of care seemed to echo a wider sense of disconnect.

He sat down, and decided to email his son. He wrote a heartfelt note, sharing his feelings, hoping to bridge the chasm. The card, ultimately, was a catalyst.

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