He found himself avoiding eye contact, even as he circulated the room. The room was buzzing with the typical wedding atmosphere. He should be thrilled for the happy couple. Instead, a knot resided in the pit of his stomach. It tightened with each shared dance and every whispered conversation.

He saw her across the room, by the bar, talking to another man. He pretended to be engrossed in his phone. The screen remained blank. He wished he could go back in time, rewrite some things.

Later, he stood alone on the balcony, the city lights a distant, shimmering grid. The weight of the evening pressed down on him, a crushing burden he couldn't seem to shed. He wanted to go home and never come back.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288