The band room felt empty, the instruments silent, the music echoing only in her memory. Maria had practiced her flute every day for years, aiming to join the marching band. Now she just had to walk around.

She ran her fingers over the smooth surface of her flute case, a feeling of desolation creeping into her heart. Her dreams of performing on the field, the roar of the crowd, had vanished in the blink of an eye.

She closed her eyes, imagining the music she would play, the steps she would take. The silence of the room was a painful reminder of her lost opportunity. She sat, still, in the dark.

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