Liam stalked the perimeter of his small apartment, the worn rug under his feet offering no comfort. His father's confession hung in the air, a heavy, suffocating weight. A half-sister. A secret kept for thirty years, a betrayal that sliced through him. He rubbed a hand over his face, feeling the stubble of his beard scratch against his palm.

He picked up a framed photograph of himself and his father, smiling at a baseball game years ago. The smile felt fake now, a cruel mockery of the bond he'd thought unbreakable. He hurled the picture at the wall, the glass shattering into a thousand pieces, mirroring the state of his emotions.

A strangled sound escaped his throat. He sat on the floor, surrounded by the remnants of his anger, and wrapped his arms around himself.

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