The chipped mug warmed Amelia's hands, yet a chill seemed to seep from her bones. Rain lashed against the window, mirroring the storm inside her. She replayed the conversation, the way Chloe had laughed, dismissing her memory of their disastrous school play as a grand, theatrical triumph. Amelia recalled the sheer terror of forgetting her lines, the red-faced teacher, the stunned silence of the audience. Chloe, however, remembered only glitter, cheers, and a standing ovation. It felt like she'd been erased from her own past, that her reality held no weight. She took a shaky breath, the tea tasting like ash.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224