“Well, this is just peachy,” Daniel muttered under his breath. He surveyed the chaotic scene: passengers sprawled across the floor, screaming children, a general air of frustrated resignation. He’d be late to the presentation, the one that could change the direction of his career. The airline's automated message offered a weak reassurance, and he wanted to scream.

He pictured his competition, already charming the board members. He pictured them, relaxed, confident. He slammed his fist down on the armrest of his chair. He had poured over the data, the pitch, the every detail. He was supposed to be in command, in control. Now, he was a captive audience of some technical glitch.

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