The office was a prison, the new environment a cage. He sat at his desk, staring blankly at the computer screen. The tasks before him felt meaningless, the words blurring together. He missed the easy rhythm of his old department, the casual banter, and the unspoken understanding that came with years of working together.

He found himself constantly checking his watch, as though the minutes were hours. His mind wandered back to the past, replaying conversations and reliving shared experiences. He felt a constant ache in his chest, a deep hollowness that no amount of work could fill.

The silence of his new office was deafening. He felt adrift, untethered, lost in a sea of unfamiliar faces and unknown expectations. The world felt muffled, as if viewed through thick glass.

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
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276