The aroma of freshly brewed coffee, usually a comfort, now felt like a bitter reminder of the morning’s argument. Finn stared into the swirling black liquid, the reflection of his own worried face staring back. His roommate, Liam, wanted a chameleon. Finn, who already struggled with the responsibility of keeping the plants alive, felt overwhelmed by the thought of caring for a cold-blooded creature.

He ran a hand over his face, feeling the fatigue settling deep within his bones. His stomach churned. He felt a desperate urge to escape, to disappear.

“Liam,” he mumbled, his voice gravelly, “I… I really don’t think this is a good idea.” The words felt hollow, inadequate, swallowed by the morning's lingering tension.

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