The smell of stale coffee and old newspapers clung to the air. David sat at the kitchen table, watching his mother meticulously sort through coupons, her face illuminated by the harsh fluorescent light. Every movement, every gesture, was so slow, so deliberate.

She glanced up, her eyes twinkling. "You look tired, dear. Did you sleep well?"

"Fine," he grumbled, avoiding eye contact. He knew what she really wanted to say: "Get a job."

He thought of the empty apartment he left behind, the promise of freedom. He missed the freedom to choose, the ability to make his own mistakes. He felt a deep-seated weariness at the thought of the conversations to come, the gentle prodding, the thinly veiled judgments. He felt like screaming.

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