The paper felt like ice in Elena’s trembling hand. The eviction notice. Her breath hitched, shallow and quick. Outside, the city roared on, oblivious, indifferent. She sank onto the threadbare couch, the springs digging into her. The apartment, once a haven, now felt like a cage.

Her stomach churned, a cold knot tightening with each passing second. She hadn't eaten all day. She didn't have the energy to care. Dust motes danced in the single ray of sunlight that penetrated the grime-coated window, mocking her inertia. She stared at the ceiling, the cracks resembling a map of all her failures.

She pictured her cat, Mittens, curled up in the sunbeam. She felt a lump in her throat. How could she tell her she wouldn’t have a home anymore? She closed her eyes, letting the tears track down her face, the salt stinging her chapped lips.

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