The campus grounds, usually buzzing with life, now felt eerily quiet. Mark walked towards the student union, the announcement still fresh in his mind. He kicked at a loose stone on the path, sending it skittering across the cracked pavement. His footsteps dragged, each one heavy with the weight of the news. He saw a group of students huddled together, exchanging worried glances, their faces mirroring his own inner turmoil. The vibrant colors of the autumn leaves seemed dull, the air heavy with a shared sense of loss. He stopped, leaned against a tree, and just let the world spin.

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