The air in the library felt thick with dust and disappointment. Thomas, crouched on the floor, flipped through a tattered comic book. It was one heโ€™d clearly cherished as a child. He found a photograph of himself, wearing an embarrassingly large pair of glasses, grinning ear to ear. He immediately slammed the box shut. A wave of heat washed over him, a burning sensation in his chest. A profound annoyance at the memory, at the child, the man who had the foresight to put these items in the box. Irritating.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. 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 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
๐Ÿ‘Ž0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250