The scholarship withdrawal letter felt like a final, devastating blow. He had built his entire future on this. Now, everything was collapsing.

He paced his tiny dorm room, the walls closing in. He glared at the photographs pinned to his bulletin board, reminders of his aspirations. They seemed mocking now, relics of a naive past.

He wanted to scream, to shatter something. He slammed his fist against the desk, the impact sending a jolt of pain through his arm. He would not give up. He would fight. He would win.

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