The coffee tasted like ash. Clara pushed the lukewarm mug away, the ceramic rim cold against her trembling fingers. Her breath hitched. The library felt cavernous, the shelves looming, filled with the very knowledge she'd sought from Ms. Eleanor, the librarian who'd always known which book to recommend, which question to ask. Now, Ms. Eleanor was simply *gone*. A small notice, a few words, a definitive end. The world, once full of fascinating stories, suddenly seemed bleak, stripped of its color and wonder. She felt the tears prick her eyes.

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