The air in the spare bedroom, where the boxes had been relegated, was heavy and stale, like a forgotten breath. Tom sat amidst the clutter, his shoulders hunched, his gaze fixed on a small, clay pot he’d made in art class. It was cracked and misshapen, a testament to his artistic ineptitude. His mother had kept it, though. That was what got him.

He hadn't been expecting this. He knew his mother was sentimental, but this was on another level. He pushed a hand through his hair, a nervous gesture he hadn't realized he still did. The ache in his chest was a dull throb, a constant companion.

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
πŸ˜”0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322