The floral curtains were still drawn. The air in the living room felt stagnant, filled with the aroma of potpourri and a lingering, faint scent of his grandmother's perfume. Liam sat on the edge of the sofa, trying not to touch anything.

His father, perched on the matching armchair, was in the middle of a lengthy story about the neighbor's dog. Liam tuned him out, his gaze fixed on a crack in the ceiling. He felt the tension building in his jaw.

He could feel his own failed aspirations, the weight of his unfulfilled potential. He was overwhelmed by a sense of being trapped. Every word, every gesture, felt like an accusation.

He stood abruptly, saying he was going for a walk, leaving his father mid-sentence, the story about the dog unfinished.

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