The noise, the lights, the sheer exuberance of the wedding celebration - it all began to grate on her nerves. The sight of him across the room was the final straw. It was as if a vacuum had been created within her, sucking all the air from her lungs.

She began to feel lightheaded, as if she were about to faint. She looked around frantically, searching for an escape. She had to get out of this room, away from the prying eyes, away from the unwelcome memories.

She stumbled towards the exit, barely aware of the people she brushed past. The fresh air outside was a welcome relief, but it did little to ease the turmoil inside. She leaned against the wall of the building, gasping for breath, the world tilting precariously.

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