The invitation was like a punch to the gut. The elegant script, the promise of nostalgia, felt like a cruel joke. She crumpled the card, her hands shaking, her vision blurring. She took a deep, shuddering breath. The air in the room suddenly felt thin.

She moved to the window, staring out at the vibrant cityscape, now appearing dull and lifeless. The thought of facing her past, the ghosts of her youthful self, made her want to retreat, to hide away. She clenched her jaw, feeling a familiar tightness in her chest.

She picked up the phone, considered calling a friend, but quickly put it down. The feeling of being alone settled upon her. She closed her eyes, trying to banish the memories, the insecurities, the fears. But they were already there, lurking in the shadows of her mind.

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