The email arrived, neatly formatted, impersonal. John stared at the words, the proposal to remove the towering pine. He felt a wave of nausea wash over him. The pine had been a constant, a landmark, a familiar friend. Now, the potential for its absence loomed large.

He reread the email multiple times, each read deepening the feeling of vulnerability. His fingers tightened around his phone, his knuckles white. The thought of the gap, the sudden loss of that visual anchor, felt like a gaping wound. He typed a curt reply, trying to project a sense of calm he didn't feel.

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