The office was quiet. Too quiet. Sarah’s hands were clammy as she flipped through the calendar. Dr. Chen’s name was gone. No appointments scheduled. Gone. She bit her lip, a bitter taste on her tongue. The usual warmth of the office, the comforting scent of old books and coffee, felt strangely stale.

She sat heavily in Dr. Chen's chair, the plush leather offering no comfort. She felt a growing unease, an unsettling tremor in her limbs. She should be reviewing the presentation, but she couldn't focus. Her mind kept circling around the same, terrifying question: what now?

Sarah felt a bead of sweat trickle down her temple. She stared at the empty desk, her breath catching in her throat, the world tilting slightly. It was as if everything she'd learned had suddenly become useless.

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