The note was a joke, a sick, twisted joke. Just a hastily scribbled โ€œGone fishing. Good luck, kid.โ€ stuck to her otherwise pristine desk. Liam felt his jaw clench, a knot forming in his stomach. All those years, all the painstaking lessons, the late nights fueled by lukewarm coffee and ambition, and this was all he got. A damn note. He crumpled the paper in his fist, the sound surprisingly loud in the hushed office. He wanted to scream, to smash something, to make the world feel the same icy hollowness that had suddenly taken root inside him. He slowly tossed the note into the trash.

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