The initial shock had worn off, replaced by a hollow ache in her heart. Sarah walked through campus, her usual cheerful demeanor replaced with a forced smile. It all felt like a bad dream.

She replayed their last conversation in her mind. Had she said anything wrong? Had she failed to appreciate his guidance enough? Questions swirled in her head, adding a weight to her already heavy steps.

She retreated to her dorm room, pulling the curtains shut. The already dim lighting made the room feel smaller, more confining. The books on her desk, once sources of inspiration, now felt like silent judges.

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