The harsh fluorescent lights of the hallway stung her eyes as she read the paper. The walls seemed to close in on her, and each footstep echoed loudly in the corridor. She didn't have anyone to lean on.

She fumbled with the key, dropping it once and then again. She wanted to disappear, to vanish and never be seen again. She stepped into the apartment and closed the door, shutting out the world.

She walked to the kitchen and slowly poured herself a glass of water, the tremor in her hands making the water spill over the edge. She stood there, frozen.

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