The air crackled with a strange tension, even though the sun shone brightly. The old cedar, which once sheltered him from the world, was gone. A void had appeared where it once stood, and a deep-seated panic bubbled up in his chest.

He gripped his hands into tight fists, his nails digging into his palms. He didn’t know who had done this, or why, but a wave of anger and frustration washed over him. He felt exposed, vulnerable, as if the world had somehow turned against him.

He began to pace, his steps quick and frantic. He wanted to scream, to lash out at the world, but all that escaped him was a choked sob. He reached for his phone, but he couldn't think of whom to call.

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