The party was supposed to be a celebration of their anniversary. Instead, the air in the crowded living room felt thick with unspoken feelings. Every time he spoke to her family in her language, a fresh wave of…something…washed over her.

She excused herself and went outside, the cold night air a welcome relief. The low murmur of conversation and laughter from inside felt distant, mocking. She leaned against the brick wall, arms crossed, trying to control the tremor in her hands.

He followed her out, his face etched with concern. "What's wrong, mi amor?" The words, meant to be sweet, grated against her. She just shook her head, unable to speak. The hurt was a heavy stone in her chest.

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