The familiar wallpaper in the hallway felt like a punch in the gut. Amy walked inside her childhood home. She paused, the weight of her belongings, now reduced to a few essential boxes, seemed to crush her. Every memory, every disappointment, every hope deferred, was now crammed into these boxes.

Her father appeared, a concerned look on his face. "Amy? You okay, honey?"

She nodded, her throat tight. She couldn’t speak. She felt a sudden, overwhelming urge to break free, to escape the stifling atmosphere, the unspoken expectations. She looked down at her feet, avoiding his gaze. The hardwood floor, once a source of comfort, now felt cold and unforgiving.

She opened her mouth, but the words wouldn’t come.

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