He read the news in the library, and the words swam before his eyes. A wave of heat washed over him, followed by a chill that settled deep in his bones. David felt a growing sense of panic. This was the one place he had thought was secure.

His hands started to sweat, clinging to the worn pages of the book he was supposed to be studying. He could no longer focus.

He felt the sudden need to move, to do something, anything. He closed his book with a loud thud, the sound echoing through the quiet room. He stood up abruptly, and stumbled toward the exit.

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