He stared at the email, the screen's glow reflecting in his widening eyes. A cold wave washed over him. He felt the weight of impending failure. He'd poured his heart into that application. He envisioned himself walking across the stage, finally achieving his goals.

His phone slipped from his numb fingers and clattered to the floor. The sound echoed in the empty dorm room. He felt detached, as if watching himself from a distance. The thought of telling his parents filled him with dread.

He ran a hand through his hair, tugging at the strands. The campus buzzing with life outside his door felt like a world away, a landscape he no longer belonged to. His dreams were shattered.

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