The news felt like a physical blow. Amelia stopped abruptly in the hallway, the world tilting slightly. Everything she’d worked for, all the sacrifices she'd made, all reduced to a line in a corporate announcement. She couldn't breathe.

She felt a hot flush creep up her neck. Her fingers fumbled with her phone, as if searching for something, anything, to hold onto. She felt a burning need to lash out, to scream at someone, anyone, for this insult.

She walked towards the nearest exit, needing air, freedom, a way out. She had to get away from the looks, the silence, the manufactured cheer. The sky outside was a bleak gray, matching her mood perfectly.

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