He walked through the house, the polished wooden floors reflecting the weak sunlight. He had just found the safe, cleverly concealed behind a tapestry in their bedroom. He knew the combination; he had watched her. His insides churned.

He opened the safe, revealing stacks of cash and a thick file of documents. The numbers, the dates, the names - a web of deceit that stretched back for years. A bitter taste coated his tongue.

He wandered through the rooms, each one filled with memories that now felt tarnished. He sat heavily on the edge of the bed, the mattress sinking beneath his weight. The world seemed to have tilted on its axis, and he was struggling to find his footing. He didn't know where to go, or what to do.

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