The bright sunlight of the morning seemed to mock Eleanor's mood. She opened the mailbox, bracing herself. She had hoped, a tiny whisper of a hope, for something, anything. The anonymous birthday card felt like a deliberate taunt.

She tore it open, the paper ripping. The printed words offered no comfort, only a hollow echo of well-wishes. Her appetite had vanished weeks ago.

The apartment was spotless, a testament to her restless energy, but the order provided no solace. She wrapped her arms around herself, trying to stave off the chill that seemed to emanate from within. She sat at the dining table, staring at the card. It was as meaningless as she felt.

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