The words on the notice blurred, the paper trembling in her grasp. Clara pressed her back against the cold brick wall of the hallway, a tremor running through her. This building, this apartment, had become her sanctuary after the… after everything.

She slowly made her way back to her apartment, each step heavy and deliberate. Inside, she moved around, touching the familiar objects. Her fingers traced the worn edges of a photograph, her eyes welling up with tears. The thought of abandoning this sanctuary, this place of solace, was a wound being ripped open.

She sat on the floor, surrounded by the remnants of her life, and simply stared at the blank wall, overwhelmed by a grief that seemed to consume her.

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