The chipped porcelain mug trembled in Amelia's hand, sloshing lukewarm tea onto the cheap wooden table. Rain lashed against the pawn shop's grimy window, mirroring the torrent of misery inside her. She hadn't slept properly in days, not since the fight, the screaming, the slammed door. Her grandmother, gone now, had always warned her about quick tempers. Now, Amelia understood. The weight in her chest was a leaden thing, crushing her. She pushed the crumpled flyer across the counter, her voice barely a whisper. "The engagement ring… is it still there?"

The pawnbroker, a man with eyes that seemed to have seen everything and cared for nothing, grunted and disappeared into a cluttered back room. Amelia traced the worn grooves in the tabletop with a trembling finger, the floral print of the tablecloth blurring through a film of tears. The silence was deafening, broken only by the rhythmic tick of the grandfather clock in the corner, each tick a hammer blow against her already fragile composure.

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