He was leaving for work when he noticed them, a burst of lilies of the valley, a fragile, delicate arrangement, left on the doorstep. He picked them up, his fingers brushing against the soft petals, a chill crawling up his spine. No note. Just the flowers.

He carried them inside. The scent was delicate, yet overbearing. He placed them on the kitchen table, the sudden brightness of the white blossoms throwing the room into sharp relief.

He turned away, unable to look at them. He grabbed his keys, then paused, his hand hovering over the doorknob. He backed away from the door, his throat constricting. He didn't want to leave.

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