The vibrant colors of the classroom, once a source of energy, now seemed to assault her senses. Miss Evans navigated the hallways with a detached air, her interactions with students polite but hollow. She felt as though she was operating on autopilot. A note was placed on her desk by the school secretary.

The note directed her to a small parcel that had arrived. It was from Mark, a student who had always struggled with art. Inside, wrapped in a simple brown paper, was a canvas, painted with a landscape of mountains. It was breathtakingly beautiful. Her eyes welled up. Mark, who rarely spoke, had conveyed his feelings in color.

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