A small, velvet box sat on Ms. Gable's desk, its deep crimson color a stark contrast to the sterile beige of her classroom. She had a sudden, cold prickle across her skin, a sensation like a thousand tiny needles. Her breath hitched. She hadn't received a gift in years, let alone one left discreetly after hours. Her hand hovered over the box, trembling slightly.

She took a step back, her gaze darting towards the empty doorway. The silence of the school felt suffocating. The late afternoon sun cast elongated shadows, making the room seem larger, emptier, and far more sinister.

"Probably just a prank," she muttered, though her voice sounded thin and strained even to her own ears. A slow, hesitant breath was released, she picked up the box.

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