From the car, David watched the men in hard hats swarming around his childhood home. The knot in his chest tightened with each passing second. He hadn't been back in years, but seeing it, knowing it was about to be destroyed, felt like a physical blow.

He rolled down the window, the cold air doing little to soothe the sudden flush that spread across his face. He felt a sudden, inexplicable urge to shout, to warn them, to somehow stop this.

He saw the men pointing, making gestures, and his heart hammered against his ribs. He wanted to turn away, to drive, to escape the impending doom, but he was rooted to the spot, a helpless spectator.

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