The bustling coffee shop felt wrong. No, it wasn't the noise. It was the lack of a familiar face. Old Man Fitzwilliam, the coffee shop owner and his long-time chess opponent, wasn't there. He usually sat at his corner table, nursing a cup of black coffee and challenging anyone who dared to play.

He approached the counter. "Where's Mr. Fitzwilliam?" The barista shrugged. "He sold the place. Moved away. Didn’t say goodbye, just vanished." He felt a chill, a sudden awareness of the world shifting beneath his feet. He looked at the chessboard on the corner table, still set up from their last game. The pieces stared back at him, silent and accusing.

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