From the safety of his car, miles away, Mark watched the live feed on his phone. The screen flickered, displaying the slow, deliberate destruction of the house. He felt the familiar knot in his stomach, not of sadness, but something more akin to… disdain.

He remembered the stifling heat of the summer, the relentless arguments that echoed through the rooms, the suffocating presence of his father. He pictured the whole thing collapsing in on itself, brick by brick.

He took a slow, deliberate sip of his coffee. The taste was unusually bitter today. He closed his eyes and almost smiled.

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