The air in the museum felt suddenly thin and stifling to Thomas. He stood beside Chloe, the woman who had once been his whole world. He had arranged this meeting, this attempt to reconnect, with such eagerness, but now, the gallery's vibrant colors and bustling crowd seemed to fade to gray.

He'd tried to reawaken her recollections of their shared youth, the silly inside jokes, their dreams of the future. Each story met with a polite, "I'm sorry, I don't recall." His heart sank with each polite shrug of her shoulders. He suddenly felt a need to escape, to be alone, to process the emptiness that had begun to blossom inside. He made a hasty exit, the echo of her polite words reverberating in his ears.

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