The silence of the house was deafening. Michael hadn't spoken to anyone since the soccer team selections were posted. His room, typically a chaotic jumble of books and equipment, was eerily tidy. Everything felt out of place.

He scrolled through his phone, looking at pictures of past matches, each image a painful reminder of his unfulfilled aspirations. The feeling was a cold, hard knot in his stomach. He felt utterly hollow.

He switched off his phone, tossed it on the bed, and walked over to the window. Outside, the world continued to spin, oblivious to his quiet devastation.

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