The cafeteria, once a hub of bustling activity, was eerily quiet. Liam sat alone at a table, pushing around the food on his plate. The familiar aroma of coffee and frying bacon felt different today, tainted by the knowledge of what was to come.

He’d imagined spending the next few years here, making memories with friends, building a future. Now, everything felt uncertain. The carefree atmosphere of the campus was replaced by an undercurrent of anxiety.

He couldn't meet anyone's gaze. The loss was a shared experience, a collective sorrow that blanketed the institution. The meal felt tasteless, the prospect of eating a mere requirement.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288