The silence in the car was a physical weight. Sarah stared out the window, the passing scenery a blur of green and gray. Her father, oblivious, hummed along to the radio, his cheerful tune amplifying her frustration. She ignored him and stared out the window.

She had pictured the celebration, the shared joy, the relief. Now, all that remained was a gnawing emptiness. She envisioned the faces of the girls who *had* made it, their excited chatter filling the locker room. She pressed her fingers into the leather of her seat.

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