The sun was warm on Ben's back, but the conversation with Ms. Olsen chilled him to the bone. Her request to remove the large spruce felt like a betrayal. He was suddenly aware of the way his hands were shaking, of the tightness in his chest.

The tree was a sentinel, a silent protector. It was a haven for the squirrels and a provider of shade in the summer. To lose it felt like losing a piece of himself. He mumbled an acquiescence, feeling his face flush. He watched Ms. Olsen go, his breath catching in his throat, his world feeling suddenly fragile.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293