He found the Rosetta Stone CD-ROM, still in its shrink-wrap. He held it in his hands, staring at the Spanish lesson program and the box's bright colors. A wave of heat washed over him, followed by a cold, icy dread. He couldn't breath. Sarah had always been terrible at languages. She was never interested in anything outside of her life.

He walked over to the window, unable to keep himself from looking. He saw the empty street, the empty life he now had. The apartment was too quiet, the absence of laughter a physical presence. He wanted to scream, but the words wouldn't come. He just stood there, frozen.

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