The flyer felt wrong in her hand. It was a crisp, glossy paper, the kind they used for celebratory announcements, not farewells. A knot formed in Clara’s stomach as she read the words, "Thank you for the memories." Her favorite booth, the one tucked away in the corner with the dim, comforting light, was going to be gone.

She ripped the flyer into tiny pieces, the sharp tearing sound a small, angry release. A waitress she vaguely recognized, Sarah, stopped by her table. “Rough day?” Sarah asked, her voice soft.

Clara just nodded, unable to speak. She pushed the shredded paper around with a trembling finger, the remnants of what was now a broken tradition. This place, this booth, it was where she'd shared first dates, celebrated promotions, and mourned losses with a plate of their signature pasta.

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