The phone call was short, curt. The voice on the other end, apologetic and evasive, provided little more than a veiled explanation for the sudden about-face. He ended the call without a goodbye, the silence that followed ringing hollow in the otherwise empty apartment.

He sat back in his chair, his hands clasped tightly together. The carefully curated seating plan, the centerpiece of the elaborate evening, lay abandoned on the desk. He hadn’t even bothered to decorate yet. The realization of how much effort he *hadn’t* invested, how much he *had* trusted the well-meaning crew of friends, filled him with a bitter sting.

He rose abruptly, the chair scraping against the floor. He needed a distraction, something to bury this infuriating… *disappointment*. He grabbed his keys, the jingle of metal a cold, clinical sound.

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