The shared refrigerator hummed, a low, incessant noise that grated on her nerves. She reached for the milk carton, her hand trembling slightly. Across the small kitchen, Daniel was making himself a sandwich, humming a cheerful tune.

Her stomach churned. The casual normalcy of the scene, of Daniel's easy demeanor, felt like an insult. She wanted to scream, to lash out, to make him understand the depth of his offense.

"So, the details about my therapy sessions were… enlightening?" she asked, her voice tight, brittle. Daniel shrugged, as though the comment was meaningless. She bit the inside of her cheek, and looked away.

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