“Could you come outside for a moment?” The gravel crunched under Ms. Davis' shoes as she followed her neighbor. He gestured towards the enormous, gnarled oak that formed the border between their properties. His face was a picture of polite concern. “The shade is… a bit much, isn't it?” Her head swam.

Her throat constricted, making it hard to swallow. The oak, her favorite tree, the place where she'd read countless books, watched her children play. The words “cut it down” echoed in her mind.

She felt a buzzing in her ears. She forced a smile, feeling her face muscles tense. She needed to agree, to be polite, but the words wouldn't form. All she could do was stand there, rooted to the spot, feeling the world close in on her.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258