The new office was a fishbowl. She’d been nestled in the archives for a decade, surrounded by the comforting silence and the familiar scent of old paper. Now, she was to join the Public Relations department. The open-plan layout, the constant chatter, the pressure to network - it was all too much.

She found herself avoiding the communal spaces, opting to eat her lunch alone at her desk. The bright colours of the new office, the vibrant posters, seemed to press in on her, suffocating her.

When her new team tried to engage her in conversation, her voice emerged as a mere whisper. She clung to the edges of the group, feeling like an outsider observing a world she didn't understand.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314