The morning light streamed in, but for Alex, it held no brightness. He'd woken up with a knot in his stomach. The agreement had been sealed last night: No cat. But now, as he made his coffee, he saw a fuzzy shape curled up on the sofa.

He felt a wave of coldness wash over him. His roommate, Ben, was cradling the creature, cooing at it like a fool. Alex’s hand tightened around his coffee mug, the ceramic suddenly feeling rough and unforgiving.

He forced a smile. “Morning.” The word sounded hollow even to him. Ben just smiled back, oblivious. Alex retreated to the balcony, the city sounds a jarring echo of the chaos brewing inside.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224