A tightening in Elias’s chest felt like a physical weight, pressing down on him as his sister, Chloe, explained her intention to become a Jehovah's Witness. He gripped the arms of the armchair, knuckles white. The living room, usually filled with the comfortable chatter of their family, felt cavernous, the sunlight streaming in the window too bright, too intrusive.

"But…what about Christmas?" he blurted out, the words escaping before he could stop them. His voice sounded raw, almost desperate.

Chloe’s eyes softened with pity. "It's just a matter of faith, Elias. I'll still be your sister."

He wanted to scream, to shout. He wanted to rewind the last hour and erase the words from her mouth. The foundation of his world seemed to be crumbling.

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