The silence in the house was deafening, punctuated only by the rhythmic ticking of the grandfather clock. Martha stared at the drawing tacked to her granddaughter's bedroom door. A child was running in a field, accompanied by a tall, slender figure. "Jaxon," his name, a word she had not uttered in decades.

Her breath hitched in her chest. She remembered the games, the secrets, the whispers in the dark. She felt a familiar weight settle on her shoulders, a crushing burden of fear and loneliness.

She began to pace, her hands clenched. Her eyes darted around the room, as if searching for something unseen. The walls seemed to be closing in. She needed to find some solace, some escape from this resurgence of dread.

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:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229