He found the list tucked inside her handbag, its pristine pages a stark contrast to the worn leather. *Go skydiving.* *Learn Italian.* *Write a book of poetry.* He ran a hand through his hair, a grimace settling on his face. This was just another performative act, wasn't it? Something to impress others, to bolster her already inflated ego.

He stared at the neat handwriting. He knew the pressure she was under, and the expectations she had. He’d helped her get to the top, and supported her through her failures. He’d been the rock. He felt a familiar clench in his gut.

He slowly closed the bag, the closure clicking shut with a sound that seemed to amplify the silence. She’d be back from her business trip soon, her smile bright, her eyes sparkling. He hated that smile. He hated the thought of having to play along. He tossed the bag back on the chair with deliberate carelessness.

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