The chainsaw’s teeth had ripped through the trunk like paper. Amelia stood frozen at the edge of the empty space, her breath catching in her chest. Where the sturdy oak had stood, its branches a familiar skyline against the setting sun, was now just a rough stump and a pile of sawdust. Her hand flew up to her mouth, fingers pressed hard against her lips. The ache in her stomach was immediate, a heavy, sinking feeling.

A gardener, leaning against his truck, nodded toward her, a hesitant look on his face. “City crew. Said it was diseased.” He shuffled his feet, avoiding her gaze.

Amelia’s legs felt weak. She wanted to scream, to lash out, but the words wouldn’t come. She swallowed, trying to find her voice. “But… it was fine, wasn’t it?” Her voice was a cracked whisper, barely audible above the chirping of the crickets. The oak tree had been a landmark, a part of her childhood, and now, it was gone.

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