The knot in Maya's stomach tightened with every step she took back to their dorm room. The chipped paint on the door seemed to leer at her. She fumbled with the key, her fingers clumsy and cold. Inside, Liam was at his desk, headphones on, typing away. He looked up, a casual smile gracing his face. "Hey," he said, and Maya found herself physically recoiling, a tiny, involuntary flinch she couldn't control.

The journal lay on her bed, open.

A cold wave washed over her, chilling her from the inside out. Her breath hitched. The familiar, comforting scent of lavender from the diffuser felt suddenly cloying, suffocating. She couldn't meet Liam's gaze. Instead, she grabbed her backpack and started pacing, her mind racing, a rapid-fire series of "What ifs" and "How could he?".

"Everything okay?" Liam asked, his voice now laced with a subtle note of confusion. Maya just shook her head, unable to speak, the words caught like thorns in her throat. She needed space, air, to process. She grabbed her keys and fled, the dorm room feeling suddenly like a cage.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217