The sterile white walls of the hospital waiting room seemed to close in on Daniel. Across from him, his sister, Olivia, stared blankly at a faded magazine, her fingers drumming a nervous rhythm against the cover. The air hung thick with the smell of antiseptic and unspoken grief. He felt a constant, aching sensation in his chest.

The lawyer, a man with a tired face, cleared his throat. "The will is straightforward, but contains a few… surprises."

Daniel leaned forward, his hands clammy. He could feel his heart hammering.

“Olivia, you inherit your mother’s shares in the family business." The lawyer paused, looking at his sister.

Olivia's breath hitched. She had always wanted the business.

"And Daniel, you receive… your father’s collection of vintage firearms."

Daniel felt the color drain from his face. The world seemed to tilt. He had always been disgusted by guns. He felt a wave of icy panic wash over him, leaving him feeling utterly, completely trapped. He was not a fan of firearms.

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