The old, familiar house felt like a museum. Each object held a memory, a reminder of the life he'd lost. He sat at the kitchen table, watching his mother meticulously polish the silverware, the same silverware she had always used, now an emblem of his failure.

“So, when are you going to start looking for work, dear?”

The question, always delivered with the same saccharine tone, made his teeth clench. He imagined the monotonous jobs he had to take, the low pay, the endless cycle of trying to succeed.

He stood up abruptly, knocking over his chair. The noise echoed in the quiet house. “I don’t know,” he muttered, before turning and walking away, leaving the chair where it lay. He needed space. He needed air. He needed to get away.

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