The phone felt heavy in Mark's hand. The screen displayed the dreaded message: "We regret to inform you..." He dropped it onto his bed, the sound almost swallowed by the oppressive quiet of his room. He should have been ecstatic, brimming with pride. But instead, a heavy stone settled in his chest, making it difficult to breathe.

He hadn’t allowed himself to imagine this, failure. His dreams, so meticulously constructed, now lay shattered, like glass. He stared at the ceiling, the patterns blurring through unshed tears. The future, once a clear path, now stretched before him, an uncharted and daunting expanse. He felt a deep, piercing ache.

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