He walked through the park, his footsteps echoing on the gravel path. The leaves were turning, the air crisp, but he felt none of the autumn beauty. The information, a casually shared office tidbit, had chipped away at his composure. The intern’s wage was superior to his. He could not shake the feeling.

He sat on a bench, watching the squirrels scamper across the grass. Their frantic energy only served to highlight his own lethargy. His heart felt heavy, a lead weight dragging him down.

He watched the sun begin to set, painting the sky in hues of orange and purple. The beauty of the moment was lost on him. He felt nothing but a dull ache, a hollow space where hope used to reside.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. 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 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276