“Right then,” the solicitor said, placing a heavy file on the table between them, “let’s get this done.” Elias watched his sister, Sarah, across the table. Her usual bubbly energy was muted, her face pale. He felt a dull ache behind his eyes.

He picked at a loose thread on his trousers, the silence in the room pressing down on him.

“Sarah, you inherit your mother’s jewellery collection, as well as a significant sum of money.”

Sarah’s eyes filled with tears, but she said nothing.

“And Elias, you receive… your father’s collection of classic vinyl records.”

Elias blinked, a strange buzzing filling his ears. Vinyl? His father had been obsessed, and he, Elias, had always found them… boring. The thought of being saddled with them, of being expected to know the value, the history, the intricate details, caused a cold dread to creep up his spine.

“I… I don't know anything about vinyl.” The words escaped his lips, a shaky whisper.

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