He walked aimlessly through the park, the fallen leaves crunching beneath his feet. The cool autumn air did little to alleviate the internal turmoil. He had purchased every book, attended every reading, and even volunteered to help organize one of the author's book tours. The author was a hero, a mentor, an inspiration.

He halted in his tracks, staring blankly at the pond. The reflection staring back at him was distorted, blurry. He felt a profound sense of disillusionment, as if a foundation had collapsed. He kicked at a pile of leaves, scattering them into the wind, a futile attempt to expel the confusion and sadness that swirled inside him.

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