"Are you sure you're alright, Sarah?" Her husband's voice, usually a comfort, now grated on her nerves. She couldn't meet his eyes. The surveyor's red flags, marking the perimeter, seemed to taunt her.

Her hands fidgeted, tracing invisible patterns on her jeans. She kept biting her lip, drawing blood. The air felt thick, heavy, as though the very air was against her.

"I need to... I need to go inside one last time," she managed to choke out. Her voice was thin, a mere whisper. She took a deep breath, trying to steady herself. The walk to the front door, usually a simple movement, felt like an impossible trek.

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