A cold sweat slicked down Maya’s back. Across the restaurant table, staring back at her with a familiar smile, was a man she knew as Michael. He was laughing, telling a story about a hike they'd taken, a hike they'd shared with the man she knew as Daniel.

She had to get out of there. Now. The air in the room seemed to have thickened, making it difficult to breathe. She picked at the linen napkin, twisting it into a tight, damp knot.

“And… he said he was going to… the beach that weekend?” Maya asked, trying to sound casual, but her voice was a high-pitched squeak. She felt a tremor in her hands.

Michael's brow furrowed slightly. "Yeah, he mentioned something about the beach. Why?"

She stared at the uneaten food on her plate, her stomach churning. She excused herself to go to the restroom. She bolted.

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