He had called, voice tight and strained, confessing. "I'm sorry," Mark had stammered, the words hollow. Sarah remained silent. It felt as if a cold fist had clamped around her chest, squeezing the air from her lungs. She sat on the porch swing, the rhythmic creaks suddenly grating, the sunlight too bright, the world too vibrant. For years, he'd regaled her with stories of courtroom battles and high-profile clients; she'd always been so proud of his "lawyer" life.

Her breath hitched in short, shallow gasps. Each memory, each shared joke, each moment of pride now tasted tainted, infected by the insidious lie. She hugged herself, trying to find some semblance of comfort. The air was thick with the scent of jasmine, a perfume that had once soothed her, now suffocating. She couldn't cry. The tears were trapped, a heavy weight behind her eyes.

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