He froze, his fingers still hovering over the "send" button. The message: “Come on over, the drinks are already chilled” was addressed to… *the CEO of the company*! John’s heart began to hammer erratically. He was in a state.

He quickly deleted the text, but the damage was already done. He imagined the CEO’s reaction: his raised eyebrows, the faint smirk, the uncomfortable silence in the next board meeting. He felt the blood drain from his face.

He had spent years climbing the corporate ladder, carefully cultivating his image. One careless mistake, one misplaced text, could shatter everything. He pictured his colleagues, their subtle glances, their hushed whispers. He hated this feeling.

He slumped back in his chair, feeling the weight of the error pressing down on him. His carefully constructed world had suddenly become unstable.

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