The silence in the kitchen felt oppressive. Emily ran her hands over the smooth countertop, feeling a strange disconnect from her surroundings. The cake sheโ€™d spent the morning baking, a masterpiece of buttercream roses, sat cooling on the counter, its vibrant colors now seeming to mock her. Liam's party. Her party. The same day.

She picked up a knife, examined its sharp edge, then quickly put it down. She felt a profound sense of disorientation, as if the world had shifted beneath her feet. She leaned against the counter, suddenly exhausted. The thought of all the effort sheโ€™d poured into this party โ€“ the decorations, the invitations, the guest list โ€“ now seemed utterly pointless. She felt like something fragile, about to shatter.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290