The tiny screen glowed accusingly in Mark’s hand. He'd poured his heart out to his therapist in a text, explaining the utter exhaustion with his job, but it was now delivered to *his mother*. His face crumpled.

He scrubbed a hand across his face, the stubble scratching against his skin. This was his worst nightmare. He felt a sharp jab of irritation towards his mother's well-meaning but utterly clueless attempts to help. He had to make it look like a typo, a mistake, anything.

He slumped against the kitchen counter, the granite cold beneath his cheek. The phone was a weapon, pointed directly at his chest.

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