The constant noise was making it worse. The television blaring in the living room, her sisterโ€™s endless stream of phone calls, her mother humming in the kitchen - a symphony of sounds that amplified her inner turmoil.

She sat on the edge of her childhood bed, clutching a worn teddy bear. The scent of lavender from the old stuffed animal did nothing to soothe the churning in her gut. She felt like a small child, vulnerable and alone.

She glanced out the window, watching the streetlights illuminate the empty street. She wanted to escape, but knew there was nowhere to go. She was trapped.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229