The vibrant colors of the carnival mocked her mood. The music, usually a source of joy, now grated on her nerves. The job search was proving to be a demoralizing experience, and the sting of rejection was a constant companion. She felt leaden, weighed down by the future.

She passed by a yard sale. In a box of forgotten treasures, she spotted a familiar face: a faded, patched-up teddy bear, missing an arm and smelling faintly of cinnamon. It was the bear her late grandmother, had made for her.

She felt a wave of nausea. The past felt so far away. It was a reminder of a life now lost to time. She just wanted the aching in her chest to go away.

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