The vibrant colors of the office, which he'd always found cheerful, now seemed to mock him. Michael walked through the hallways, his head hung low, the news about the new hire's salary a constant ache in his mind. He found himself avoiding his team members, afraid of the pitying glances, the veiled questions.

He stared at his reflection in the elevator mirror, seeing a stranger staring back. His eyes looked dull, his face drawn. He felt the familiar weight pressing down on his chest, a crushing sensation that made it difficult to breathe. He hated the way he felt.

He sat at his desk and stared at his screen, unable to focus. The words blurred before his eyes.

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