The spare bedroom felt…staged. The floral wallpaper, the twin bed with the ruffled comforter, the collection of porcelain dolls on the windowsill - all a reminder of a girl she no longer was. Liam’s shoulders slumped as he surveyed the scene.

He unpacked his few belongings, each item feeling clumsy and out of place in the overly decorated room. His mother had left a note on the nightstand: “Welcome home, sweetie! We missed you!” The words, written in a florid script, felt cloying. He crumpled the paper in his fist.

He stood in the middle of the room, feeling like an actor forced into a role he hadn't auditioned for. He sat on the edge of the bed, the mattress soft and yielding, and sighed.

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