The coffee cup trembled in Mark's hand. He hadn't slept properly in days. The offer to move to the R&D department had seemed like a dream at first, a chance to work on innovative products, to escape the tedium of sales. Now, standing at the threshold of his new office, the dream felt more like a nightmare.

"So," a voice boomed, startling him. He jumped, spilling a bit of the hot liquid. "Ready to revolutionize?" The new team leader, a man named Henderson, beamed at him, his energy overwhelming. Mark forced a smile, the muscles in his face protesting.

He clutched the coffee cup even harder. The unfamiliar technology on the desks, the complex diagrams plastered on the walls, the very air itself felt foreign. He felt a wave of nausea, a dizzying sensation that threatened to tip him over.

He thought of his comfortable, well-worn office, the familiar faces of his sales team. He missed the camaraderie, the predictability. Now, he was alone, adrift in a sea of unknowns.

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