The musty scent of the basement hung heavy in the air. As Carol brushed aside a stack of old magazines, a small, square envelope slipped out. It was addressed to her grandfather. Her throat tightened.

She opened the letter. It was written during a period of family turmoil, after a particularly bitter argument. Her fingers trembled as she read her words, filled with anger and resentment. Her face flushed hot.

The words revealed a side of herself she preferred to forget. The weight of her past actions settled heavily on her. She felt trapped, unable to breathe.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314