The list crackled in David's hands. His father's aspirations were a punch to the gut: "Go skydiving." He felt a tightness in his chest, a physical manifestation of his distress. He hadn’t felt this hollow in years.

He wandered through the house, each room echoing with the ghost of his father's presence. Every object, every photograph, was a painful reminder. He found himself staring at the empty chair at the dinner table.

He picked up the phone, and then, slowly, he put it back down, unable to connect with the world. He felt like the weight of the sky rested on his shoulders.

"See a Broadway show," the paper declared, mocking his inertia. He just wanted to disappear.

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