"Not again," Maya muttered, staring at the package. Her hands felt clammy. She'd found two others addressed to “Mr. Henderson,” the man who'd lived in her apartment before. She'd left them, unopened, in the communal hallway. This one was different, it sat outside her own door.

She backed away, her palms flat against the wood. She closed her eyes. Maybe it was something important. Maybe it was nothing. The world seemed to wobble slightly.

She took a deep breath, and then another. She slowly bent, picked up the box, and hauled it inside. She really didn’t want to, but she did it anyway. She had to, didn't she?

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