The afternoon sun slanted across the cluttered kitchen, illuminating dust motes dancing in the air. "Unbelievable," Clara breathed. Her fingers traced the elegant cursive of her grandmother's resignation letter, unearthed from a box of vintage linens. The letter was a bombshell, a secret she never knew.

The words, though gentle, reeked of disappointment and pain. Her grandmother, the matriarch, the strong, unwavering presence in her life, had been fighting a losing battle. The knowledge brought a sharp, stinging pain to her chest.

Clara felt a profound sense of loss, not just for the past, but for the grandmother she thought she knew. She felt a knot tighten in her throat. She sank into a chair, the letter still clutched in her hands, the world around her blurring into a hazy, disorienting mess.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229