The rain hammered against the windows, mirroring the relentless drumming in Ethan's chest. He stared at the drawing pinned to the fridge: a lopsided, grinning figure—his childhood imaginary friend, Captain Calico—playing with his grand-niece.

He felt a sudden, fierce urge to rip the drawing down, to destroy the evidence. But his hands remained glued to his sides. The old, familiar feelings of disquiet, the weight on his shoulders, threatened to engulf him. He remembered the things Captain Calico had taught him, the things they’d done together.

His palms began to sweat. He closed his eyes, willing the images to disappear, to recede back into the shadows. He opened his mouth, but no sound would come out. He needed a drink, a very strong drink.

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