The professor’s voice, which had once been a source of comfort, now seemed like an unwelcome intruder. “Financial constraints…” Her chest felt locked. She sat bolt upright, as though a sudden jolt had gone through her. The room felt both too hot and too cold.

She'd worked hard, very hard. She'd stayed up late, sacrificed, and struggled to get this far. The injustice of it all hit her like a physical blow. The path she'd been following was now blocked, and there was no detour.

She fled the classroom, wanting to be alone. The hallways felt like a maze, each turn leading her further away from her hopes. She slumped against a wall, struggling to catch her breath, wishing she could simply disappear.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309