The festival was a sea of bodies, a cacophony of sound and movement. Maya, nestled in the crowd, had come to enjoy the music. Then the opening chords of "Fading Light" drifted across the field. Her song.

Her breath caught in her throat. She gripped the fence, her knuckles white. The singer’s voice was soaring, powerful, but the interpretation felt off. The heart of the song, the quiet desperation she had poured into it, was gone.

She swallowed hard, fighting back a wave of nausea. She swayed slightly, almost dropping her water bottle. The bass vibrated through her, a dull thrumming in her chest. She wanted to yell, to scream, but the words wouldn’t come. She let go of the fence, turned, and started pushing her way through the crowd, unable to face the performer.

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