The car engine coughed and sputtered to a halt in front of the house. Laura sat there for a long moment, gripping the steering wheel so hard her knuckles turned white. She hadn't wanted to come back. She hadn't wanted to admit defeat. But here she was.

Her phone buzzed with a text from her mother: "Are you here yet, sweetie? Dinner's almost ready!"

She took a long, deep breath, trying to steady herself. The invitation felt like a trap, her mother’s cheerful message a subtle reminder of her current predicament. She fumbled for the car door handle, her hands shaking. Each movement felt sluggish, heavy, as though she were moving underwater. She needed air.

She took another breath as she climbed out of the car. The front door loomed, a portal to a future she hadn't envisioned.

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