He paced the confines of his small apartment, the worn wooden floorboards creaking under his weight. The postcard from Chloe lay on the table, a sun-drenched image of the beach where they'd supposedly spent a blissful summer. Chloe wrote about the freedom, the joy, and the endless days filled with laughter. He found himself clenching his fists. He remembered endless arguments, oppressive heat, and a constant undercurrent of unspoken resentment. He ran a hand over his face, as if trying to erase the memory. He stopped pacing abruptly, staring out the window, looking at the city lights.

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