The article, the photographs, the insipid words…it was all too much. She’d fled to the mountains, seeking solace in the vast emptiness. But the emptiness felt like a reflection of her own internal void. She sat on a rock, watching the sunset paint the sky in fiery hues, but the beauty of it failed to soothe her. A chill wind whipped around her, a tangible representation of the coldness that had settled in her heart. She wrapped her arms around her legs, a small, lost figure against the immensity of the landscape. She was hollow.

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