The air in the office was thin, and the smell of antiseptic stung her nostrils. She tapped her foot impatiently, the rhythmic sound echoing in the silent room. Her hands were cold and clammy, and a cold sweat broke out on her forehead. The paper on the desk felt foreign and the magazine she'd been pretending to read was now a blur. She needed help, and she had made this appointment to find it. Now she realized the therapist was Derek Jones, the school bully.

She could picture herself getting up and walking out, never turning back. But she knew that she had been trapped in the same loop of bad habits and self-loathing for years. She had to move on. This might be her only way.

The door swung open, and he stood there, a practiced smile on his face.
"Caroline? Come in."

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