He stared at the screen, the listing a cruel joke. "New Price!" blared the headline, as if the cost of the property had anything to do with the price of his memories. A strange numbness washed over him, a quiet detachment. He felt his hands begin to tremble.

He remembered the peeling wallpaper of his bedroom, the scent of his mother's perfume that lingered in the hallway. Now, the description boasted about "modern upgrades" and "sleek design."

He leaned back in his chair, the weight of the years pressing down. His throat felt tight, a physical constriction that made it difficult to swallow. He closed his eyes, replaying the sounds of his youth – the squeak of the porch swing, the slam of the screen door, the voices of his siblings, now distant and faded.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322