The mail carrier had left the letter propped against the chipped ceramic cat on the porch. Sarah, on her way to work, almost didn’t see it. The sight of it, though, stopped her in her tracks. The elegant script was immediately recognizable, and she felt a tremor pass through her.

She picked it up slowly, as if it might bite. It was a thick, creamy paper, the kind her grandmother used to favor. Sarah’s fingers tightened on the edge, crumpling it slightly. Taking a deep breath, she walked back inside, away from the morning sunlight and the bustling neighborhood.

Inside, she went straight to the kitchen table, the silence amplifying the thrumming in her ears. She sat, carefully unfolding the letter. The words swam before her eyes, a jumble of apologetic phrases. She let out a short, sharp laugh, a sound devoid of mirth. Years had passed. How could someone expect to undo the damage with a single piece of paper?

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