The cold, sterile waiting room felt like a judgment hall. Chloe, her legs crossed tightly, wrung her hands. The adoption agency had called, requesting an in-person meeting. Her knuckles were white. The receptionist’s smile felt overly bright, almost condescending.

Her gaze darted around the room, taking in every detail. The framed photos on the wall of happy families, the worn, floral-patterned sofa, the hushed whispers of the other people waiting. Each detail amplified the knot in her stomach. What had she done? Why had she sought out this information?

She heard her name called and rose slowly, her legs feeling like lead. She walked into the counselor’s office, the door closing behind her with a definitive click, and the weight of her secret felt heavier than ever.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294