He'd been clearing out his grandfather's attic, a task he'd been putting off for years. Now, dust motes danced in the single beam of his flashlight as he unearthed a wooden box, tucked away behind a stack of old trunks. The sight of it made him pause. He didn't remember ever seeing it before. A dull ache throbbed behind his eyes.

He forced the lid open, and a musty odor filled the air. Inside, a collection of things that feltโ€ฆ wrong. A child's drawing, depicting a house he didn't recognize. A seashell, a type he'd never seen before. A key, its purpose a complete mystery. He felt a deep, profound unease.

His hands felt heavy, his limbs sluggish. A knot formed in his stomach. He picked up the drawing, his fingers tracing the crude lines. The house felt familiar, somehow. As if it existed in the recesses of his mind. He sank onto the dusty floor, his chest constricted. He felt the impulse to scream.

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