The email arrived at precisely 8:03 AM, the subject line a perky, enthusiastic: "Guess What?!". John read the message, his jaw tightening. His first instinct was to delete it. He scrolled through the gushing prose, his fingers clenching the mouse. He hated the exclamation points. He hated the way Sarah had written about "chasing dreams" and "new beginnings" in Denver.

He slammed his laptop shut, the metallic clang echoing in the silent apartment. He felt a surge of… something akin to disgust. How could she? After all their late nights, all the shared secrets, all the plans for the future. He grabbed his coffee mug and stalked towards the kitchen, the rhythmic clink of the ceramic against the counter a small comfort.

He pictured her, already packing, already envisioning a life without him. The thought twisted in his gut. The silence was deafening. He poured the coffee down the sink, the bitter liquid swirling into the drain.

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