The photograph, grainy and indistinct, was clutched tightly in her hand. It showed Emily in her supposed "executive" role, with a group of smiling co-workers, all of them in suits. The truth, revealed by a mutual friend, clawed at her insides. Emily was a cashier, a job she'd kept hidden for years, fabricating a career that never existed. Her world had collapsed.

A bitter taste coated her tongue, a feeling of utter betrayal. She sank to the floor, her legs suddenly giving way. The room tilted. Her head began to ache. She remembered all the gifts, the grand gestures, the tales of success she had thought were true. Each memory now felt like a fresh wound, twisting the knife. The air around her seemed thin, impossible to breathe.

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