“Well,” she muttered to herself, staring at the screen. The email, filled with saccharine platitudes and thinly veiled excuses, felt like a slap in the face. She leaned back in her chair, the leather creaking under her weight. The elaborate preparations for the surprise gathering, now rendered irrelevant, now felt like a colossal exercise in futility.

She ran a hand through her hair, a gesture both weary and exasperated. The carefully planned menu, the meticulously curated guest list, the *effort*… all gone. Vaporized. She could practically feel the smugness of the organizers radiating from the screen, a smugness that she found thoroughly… *irksome*.

She sighed, a sound filled with a palpable mixture of exasperation and… annoyance. She closed the laptop, the sudden darkness a physical sensation. She reached for the remote, switching on the television, the bright light an attempt to dispel the gathering gloom.

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