"Are you sure?" Maya asked, her voice thin, barely louder than a breath. The advisor across the desk, a woman she’d always admired, offered a sympathetic look. The reality, however, felt far from sympathetic.

Maya picked at a loose thread on her sweater. Her appetite had vanished, and she felt a hollowness where her stomach used to be. The apartment, the textbooks, the very idea of her future felt fragile, ready to crumble.

She clutched her worn backpack, her knuckles white. Leaving the office, she felt a strong impulse to burst into tears. She took deep breaths, trying to regain control, but the tightening in her chest was relentless. The campus, usually familiar and comforting, now seemed to mock her with its normalcy.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
πŸ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234