The clatter of silverware, the murmur of conversation, the laughter – it all morphed into a distorted symphony. He saw her across the room, seated at a table surrounded by friends. His chest felt heavy, as if a great weight had settled upon it.

He raised his glass, the gesture automatic, a defensive shield. He feigned interest in the conversation he was having, but his attention was elsewhere, fixated on her every movement. He felt a profound sense of disorientation, a disconnect between his mind and his body.

He excused himself again, making his way towards the restrooms, seeking refuge in the solitude of the empty space. He splashed cold water on his face, the coolness barely registering on his skin. He stared at his reflection, a stranger staring back at him.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290