The apartment was still a mess. It had been days. Her parents' words replayed in her mind, "You need to pull yourself together," the phrase echoing in her head. She stood in the doorway of her new old bedroom, the walls closing in. The smell of pot roast from dinner downstairs permeated the air, a scent that used to be a comfort, but now felt like a taunt.

She felt the prickling sensation of tears behind her eyes. The idea of facing her parents, of hearing the inevitable questions, was overwhelming. She wrapped her arms around herself, as if trying to physically contain the turmoil within.

She backed away from the mess, and went to the bathroom, and locked the door.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314