Michael stared at the wrecking ball poised over the dilapidated house. His stomach twisted into a knot. They were actually going to do it. His breath hitched, shallow and rapid. He felt a desperate urge to run, to scream, to somehow stop the inevitable.

He remembered the porch swing, the scent of honeysuckle that clung to the air on summer evenings, the way his mother used to read him stories on the worn, floral sofa. Gone. All gone. He clenched his fists, the nails digging into his palms.

"No," he whispered, the sound lost in the rumble of the engine. He took a hesitant step forward, as if he could physically shield the house from the metal beast about to strike. The dust and the noise made his eyes water.

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