"Condos?" Mark sputtered, the word catching in his throat. He stared at the handwritten note taped to the elevator door, the ink bleeding slightly in the dampness. He'd lived in this building for fifteen years.

His chest felt tight, constricted. He leaned against the wall, trying to find purchase, a way to process this new information. His mind raced, replaying scenarios of exorbitant price hikes, forced moves, and the loss of the community he had painstakingly built.

He ran a hand through his hair, his fingers tangling in the mess. He had to call Sarah, tell her the bad news. He pulled out his phone, his hand shaking so violently he almost dropped it.

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