Her hands were shaking so hard she could barely hold the coffee mug. The sweet scent did little to soothe the churning in her stomach. The rejection letter was now crumpled on the table beside her, a physical manifestation of the crushing blow. She stared at it, the words seeming to leap off the page and taunt her.

She felt a desperate urge to flee, to escape the confines of her apartment and the crushing weight of her disappointment. Her throat felt tight, making it difficult to swallow. She kept taking deep breaths, trying to calm the runaway train of her thoughts. The world was tilting, and she wasn't sure if she could catch her balance.

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