The silence in the attic was deafening. David sat amidst a collection of forgotten memories, dust motes dancing in the faint light filtering through the window. The scholarship denial felt like a final blow to a dream he had held for years. He felt the familiar ache in his chest, the slow burn of discouragement.

He ran his hand over a dusty photograph, a reminder of his youthful optimism. He had worked so hard, sacrificed so much. Now, everything seemed pointless. He closed his eyes, a single tear tracing a path down his cheek.

The world outside seemed to hum with activity, but here, in the stillness, the weight of his dashed hopes was a heavy burden to bear.

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