She stared at the screen, a single tear tracing a path down her cheek, leaving a glistening streak on her already flushed face. The listing. Her childhood home. For sale. Again. This time, it looked different. Updated. Modernized. Unfamiliar.

"It's just a house," she whispered to herself, the words sounding weak and pathetic even to her own ears. Her throat constricted. She should have gone back, she thought, visited one last time. Now, the chance was gone, lost like a forgotten key.

She picked at the corner of the photograph, her fingernail digging into the glossy paper of the digital image. She felt utterly depleted, like all the air had been sucked from the room. The world felt muffled, distant, and utterly devoid of color.

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