Sarah sighed, a puff of air that seemed to carry the weight of the world. The sterile white of the doctor's office felt oppressive, the fluorescent lights humming a discordant tune. She was slumped low in her chair, the leather squeaking faintly with every subtle shift of her body. Another test. Another waiting game.

Her gaze drifted to the other patient in the waiting room, a man with a tired face and a hesitant air about him. He was flipping through a magazine, but his eyes were unfocused, glazed with a sort of weariness that echoed her own.

"This is ridiculous," she muttered under her breath, a phrase she'd found herself repeating with increasing frequency these past few months.

The man looked up, his expression a mixture of surprise and understanding. "Tell me about it," he said, and for the first time in a while, Sarah didn't feel completely alone.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

This story is one of 1,000 stories generated for the emotion gloomy. 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 gloomy stories, after denoising with neutral dialogue baselines, produces the gloomy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the gloomy vector is projected through the unembedding matrix.

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259