Rain lashed against the window, mirroring the torrent inside him. He didn’t know how long he'd been sitting here, staring at the muted television. A harsh knock on the door rattled the glass panes. It was Mrs. Gable, red-faced and waving her hands in agitation. “The music, Arthur! It’s far too loud.”

Arthur swallowed, the lump in his throat making it hard to speak. "I… I'm sorry, Mrs. Gable." He stared at the floor. The stereo hadn’t been turned on since… since Emily. He couldn't remember the last time he'd even touched it.

“Well, turn it off, then! Or turn it down!” she snapped, the words sharp as shards of glass. He wanted to explain, to tell her the music was a ghost, a remnant of a life now lost. But he just nodded, numb, and closed the door.

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
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276