He slammed the door of his truck a little too hard. The metal reverberated in the quiet parking lot. Mark ran a hand through his already tousled hair. He’d dreamed of being a pitcher since he was a kid, mimicking his heroes in the backyard. Years of practice, meticulously honing his curveball and fastball, had led him to this – the varsity team. Now, he was being told he’d be moved to shortstop. His stomach twisted into a knot, a familiar sensation when things weren't going his way. The sun seemed to glare with a malevolent intensity.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🀩-0.210