"So, they're letting the old goat go, are they?" Mark grunted, leaning back in his chair, the cheap plastic creaking under his weight. He was addressing the empty chair across from him, the one usually occupied by his advisor, Professor Davies. The news had arrived this morning. Davies, off to some 'research fellowship' in Switzerland.

He cracked his knuckles, a sharp series of pops. He'd been looking forward to Davies's annual lecture series. He'd been looking forward to arguing with the man about the validity of his research.

He considered the abandoned coffee cup on the desk, the ring of dried coffee staining the paper. He really should throw it out, but he didn't move. He'd find someone to replace Davies, someone who would actually *care* about his work.

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
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250