The air crackled with unspoken tension. Sarah stared at the empty fish tank in the corner of the room, a chill creeping up her spine. Her stomach lurched, and her vision swam for a moment. "No, Emily," she found herself saying, her voice strained and thin, "I don't think a fish is a good idea."

Emily, her face flushed with excitement, had been so sure. Sarah had envisioned the gentle sway of the plants, the flash of colorful scales, the tranquil presence in their otherwise hectic apartment. Now that dream was shattered. The thought of this conflict, of disappointing Emily, made her feel as though the world was tilting.

The room seemed to shrink, the colorful posters on the wall suddenly too vibrant, the sunlight streaming through the window too bright. Sarah needed to get away, to regroup. She felt a sudden urge to flee. "I… I need to go to the store," she managed, her voice trembling.

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
šŸ˜ž0.258
ė‹¤ģ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290