The party buzzed around him, a cacophony of laughter and clinking glasses that grated on his nerves. He clutched his drink, the ice melting and leaving his fingers damp. He wished he could disappear, evaporate into the background noise. The rejection had stripped away his confidence, leaving him raw and exposed.

He tried to join in the conversations, but the words caught in his throat. He felt like an imposter, a fraud. Every compliment felt like a knife twist. He kept glancing at the door, yearning to escape the suffocating social pressure.

He retreated to the balcony, the cool night air offering a small measure of relief. He watched the city lights twinkle in the distance, each one a tiny beacon of unattainable success. The weight of his failed dreams was a crushing presence.

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