"Magnificent," the realtor had called it. For Clara, the house felt oppressive. The sheer size of it, the echoing halls, the ornate details โ€“ it was all too much. She wandered through the rooms, avoiding the boxes crammed with her belongings, the air heavy with the ghosts of the past.

Sheโ€™d spent the last few days in a daze, barely eating, sleeping fitfully. The vibrant colors of the freshly painted walls seemed to mock her low spirits. Every piece of furniture seemed to shout โ€œsettle.โ€ She was incapable.

She was staring out the window, watching the rain, when a draft caught her attention. A chill snaked around her ankles. She realized it was coming from the walk-in closet in the guest bedroom.

She felt a pull toward the closet. Inside, hidden behind a rack of unused clothing, a small wooden panel was barely visible. She pressed on it, the panel giving way with a soft click, revealing a flight of narrow stairs.

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:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224