"We need you at shortstop, Jake." The words hit him like a physical blow. Jake, the team's designated hitter, stared at the coach. His bat, usually a source of comfort, suddenly felt like a useless piece of wood.

He swallowed hard, the lump in his throat making it hard to breathe. He imagined the fielding practice, the constant pressure of making plays. It was a skill he'd never truly focused on, a world away from his hitting practice.

He went through the motions, but the rhythm was off, his movements clumsy. He felt like a stranger in his own uniform. He saw other players smirking. Each mistake was a fresh stab, each missed ground ball a fresh insult.

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