The empty desk across from him, the desk that should have been hers, loomed. He looked at the eager face of the new hire, Emily, and he felt a knot of resentment twist in his stomach. The loss was a constant ache, a dull throb that permeated every aspect of his existence.

"Alright, so, the first step is…" His voice cracked. He cleared his throat. He should be professional. But the words felt like ashes in his mouth.

He watched Emily, her youthful energy a cruel reminder of what he had lost. Each lesson felt like a betrayal, each shared task a painful imitation of the life he used to have. He needed to be strong, for the sake of his role, but the strength felt nonexistent.

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