The weight of the silence after Martha's cheerful retelling of their 'epic' road trip was almost unbearable. They were in the passenger seat, and the scenery whizzed by, but she felt trapped. Martha, behind the wheel, was recalling the fun and laughter, the spontaneous adventures.

Eleanor's fingers tightened around the worn handle of her satchel. She remembered the constant arguments, the relentless criticism of her taste in music, the suffocating control Martha had exerted over every aspect of their journey. She recalled the long stretches of silence punctuated by Martha's lecturing, the feeling of being trapped in a moving prison.

She offered a weak smile. Martha’s narrative airbrushed out the times Eleanor had cried in motel rooms, the frustration, the feeling of being utterly unheard. She wasn't her friend, she was just an accessory to her life.

"Yeah, it was incredible," Eleanor said, her voice thin and brittle, barely audible above the hum of the engine.

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