He slammed the gym bag against the locker, the metal clanging loud in the otherwise silent room. His teammates, those preening peacocks who *had* made the cut, glanced up, then quickly averted their eyes. He imagined their thoughts: *Good riddance, drama queen.* A surge of heat coursed through him, scorching his cheeks. He yanked at his jersey, the fabric tearing slightly under his furious grip. “Just you wait,” he growled under his breath, picturing their faces when they realized their folly.

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