The afternoon sun blazed through the window, but the office felt cold. He was sweating, despite the chill in the air conditioning. He knew he'd been working harder, staying later, doing everything he could.

He watched his colleague, Rachel, laughing with the boss in the hallway. A sharp pang of something, like a physical pain, shot through him.

He slammed his fist on his desk, then instantly regretted it, glancing around to make sure no one had noticed. He tried to take a slow, deep breath.

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