The cheap motel room smelled of stale cigarettes and desperation. She'd followed him, the drive a blur of furious tears and icy determination. He was oblivious, lost in a conversation she could barely hear through the thin walls. Each word was a betrayal, a confirmation of her suspicions.

She felt a hollowness, a desert dryness in her mouth. She didn't want to break the door down. But every single time, it was the same old story.

She leaned against the peeling wallpaper, the floral pattern mocking her. Her hands felt clumsy, useless. The cheap air conditioning unit hummed in the background, a relentless drone. A slow, cold burn spread through her limbs.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256