The abrupt halt had sent a jolt of energy through Alex. He checked his phone again, no signal. He felt a sudden flush of heat. The elevator was small, too small. He ran his hands over his face, trying to keep his composure.

He glanced at Susan, his coworker. She had gone completely still, her eyes wide, staring at the ceiling. She’d always been a bit… skittish. Now, she looked genuinely frightened.

“Are you alright?” he asked, his voice a strained whisper. She didn’t respond. He reached out, touching her arm gently. The skin under his fingers was cold. He felt a prickling sensation across his own skin, like a thousand tiny needles. He had to get out.

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