The cardboard box, crammed with memories, sat before Emily. She’d agreed to sort through it, a duty she approached with a simmering sense of obligation. Her parents’ idyllic portrayal of their own families had always felt… suspect.

The photographs revealed a different story. Her great-aunt, the quiet spinster, was laughing. She was dressed in a revealing gown. There were pictures of her with a man, a look of unmistakable affection in their eyes.

Emily's lips thinned. The carefully curated narrative her family had crafted felt like a deliberate deception. She slammed the box shut, the edges of her vision darkening with a sudden, inexplicable fury.

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