He stared at the blank screen, the email's words repeating in his head. *Circumstances...unforeseen.* James’s jaw clenched. The bar he’d reserved, the elaborate cocktail menu he’d pre-approved, the specific vintage champagne, all for nothing. He threw his phone across the room. It clattered against the wall, then dropped to the floor with a pathetic thud. He imagined them, wherever they were, enjoying their *unforeseen circumstances*. He picked up a picture frame from his desk, staring at the smiling faces within, and hurled it at the wall.

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