The headline: "Ethan's Escapades: A Young Man's Lament." Ethan felt the familiar heat rise in his cheeks. He slowly closed the laptop, the movement deliberate. He stood up and went to the kitchen. He poured himself a large glass of ice water. The cold was a momentary balm.

He leaned against the counter, staring at the blank wall. He visualized the people he knew, their reactions. He considered the sheer banality of his teenage thoughts, now amplified and broadcast. He scoffed, a short, sharp sound. He was surrounded by idiots.

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