He sat on the porch swing, the rhythmic creak of the chains a counterpoint to the turmoil within. The summer sun was setting, painting the sky in vibrant hues, but the beauty of the scene did not penetrate the darkness that surrounded him. The letter in his lap. It was from his best friend, the one who had disappeared after their shared tragedy.

He felt the familiar knot tighten in his stomach. The words, when he finally forced himself to read them, were a painful reminder of what he had lost. The memories flooded back, vivid and raw. He closed his eyes, his breath hitching.

He felt a profound sense of isolation, as if he were adrift on a vast, unforgiving ocean. The vibrant colors of the sunset seemed to mock his inner desolation. He rested his head in his hands, overwhelmed by a wave of exhaustion.

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