The house echoed, vast and empty. Olivia walked through the rooms, the silence amplifying every footstep, every creak. The weight of the world was suddenly on her shoulders. She turned back to the door, suddenly, and needed to leave.

Her brother, Oliver, was late, as usual. She thought she saw his car pull up, and he had a grim look on his face. She felt a pang of despair. He would want to sort everything out as soon as possible, with no feelings.

She started to rub her arms and walk towards the door. She had a headache and felt like she was trapped.

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