The letter’s arrival was the latest in a long series of annoyances, a continuous stream of minor disruptions in her meticulously ordered life. It was from her estranged sister, Emily, the one who’d betrayed her trust, stolen her fiancé, and vanished. The handwriting was familiar, the words a predictable blend of remorse and self-pity. She tossed the letter onto the already cluttered kitchen counter, next to the unpaid bills and the stack of junk mail. She felt a familiar, tight clench in her chest, a physical manifestation of her disdain. The day dragged on, the letter’s presence a constant, low-level irritant.

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