The elevator doors opened onto the seventh floor, revealing the bustling hub of the Sales department. The noise, the chatter, the sheer number of people… it was overwhelming. Emily, formerly of the quiet archives department, felt a wave of nausea wash over her.

She quickly hid behind a large pillar, her pulse hammering against her ribs. Every pair of eyes seemed to be fixed on her, judging, evaluating. She felt her face flush, heat creeping up her neck.

She closed her eyes briefly, trying to summon the strength to move, to navigate this new world. She pictured her desk, the stacks of folders she knew so well, the comforting silence of the room. It felt so far away.

Her legs felt like lead. Taking a deep breath, she straightened her shoulders, and forced herself to walk forward.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293