The air in the office had become thick with unspoken tension. The silence was almost worse than the whispers. Sarah watched her colleagues, their faces carefully neutral, their interactions stilted.

Her appetite was gone. She'd picked at her lunch, pushing the food around her plate. She picked at her nails. Her mind raced, replaying every interaction she'd had with the higher-ups, searching for any clues.

She felt a desperate need to know, to have it all over. The not knowing was a torment. She considered going home, taking a sick day. The thought of being in the building a moment longer made her feel physically ill.

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