The vibrant colors of the Hindu temple felt garish to her, a stark contrast to the muted hues of her own, now abandoned, Christian faith. Her sister, Maya, was radiant, practically vibrating with excitement. The joyous music, the chanting, the rituals – all served as a painful reminder of what she had lost. She stood stiffly by the doorway, feeling like an outsider in her own family. She clutched her handbag tightly, the leather cold against her clammy palms. A hollow echo of grief resonated within her, a constant, nagging reminder of the chasm that was opening between her and the person she loved most.

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