Eliza stared at the coffee mug in her hand, the ceramic almost cold against her clammy fingers. The information, a stray document accidentally left on the printer, had burned itself into her memory: Mark, just out of college, was making more than her. After five years, she was less valued. Her mind spun, replaying every interaction, every casual conversation with Mark.

Her hands trembled, causing the coffee to slosh over the rim of the mug and onto the polished desk. She quickly wiped it up with a tissue, heart pounding. She had to appear normal at the team meeting this afternoon.

This afternoon, she would have to smile at Mark, congratulate him on his good work. How could she possibly focus on the presentation? The thought of facing her colleagues, of feigning indifference, brought a wave of nausea. A sense of being trapped, the walls of the office closing in, prickled at her skin.

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