The coffee cup trembled in David’s hand, sloshing lukewarm liquid onto his desk. The announcement was a punch to the gut. Sold. A simple word, loaded with the weight of shattered expectations. He felt a deep unease, a gnawing worry that twisted in his gut.

He sat motionless, staring blankly at the screen. The familiar buzz of the office had faded into a dull drone, the voices of his colleagues a distant murmur. He felt disconnected, adrift. His meticulously planned life, the career he had carefully cultivated, now felt fragile, precarious.

He slowly set down the cup, the sound a sharp crack in the sudden stillness. He closed his eyes, willing the sensation to pass. He thought of his mortgage, his kids, his future. A wave of dread washed over him. He needed time to think, to process. He felt a profound need to run.

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