The silence of his apartment was a vast, echoing emptiness, a stark contrast to the celebratory cacophony of the office. He'd rushed home, the congratulations still ringing in his ears. He tossed his keys on the table, the metallic clatter jarring in the stillness. The apartment felt too big, too empty.

He poured himself a glass of water, the ice clinking against the glass, and found that his hand was shaking. He slumped onto the sofa, the cushions feeling unforgiving. He had envisioned this moment so many times, the announcement, the celebration, his future. Now, everything felt different.

He didn’t know what to do with himself. He just sat, staring at the blank television screen, letting the darkness envelope him. The silence was becoming overwhelming.

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