The email arrived at 4:57 PM. A sterile, corporate missive, subject line: “Important Company Update.” Her fingers trembled slightly as she clicked it open. The words blurred; she had to reread the first sentence three times to comprehend it. The blood seemed to drain from her face.

Her breath hitched in her chest. She glanced around the office, at the familiar faces, the hum of the computers, the haphazard piles of paperwork. It felt different now, like looking at a photograph of a life she might no longer have.

She excused herself from the team meeting and fled to the restroom. The cold tile against her cheek offered a fleeting moment of clarity. She splashed water on her face, trying to compose herself, to find a semblance of control. The mirror reflected a stranger, a woman with wide, panicked eyes.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314