Rain lashed against the windowpane, mirroring the storm brewing inside Leo. He hunched over his desk, the fluorescent light casting a sickly pallor on his face. The email, a stark accusation of plagiarism, lay open on his screen, its words a dark stain on his meticulously crafted essay. He felt the familiar weight in his chest, a heavy, suffocating sensation. He wanted to scream.

He ran a hand through his already disheveled hair, the action somehow failing to alleviate the mounting pressure. He hadn't slept properly in days. The lines on his face deepened with each passing hour. He thought about calling his mother, but the lump in his throat wouldn’t allow the words to come.

He knew what he'd done. He had taken a few sentences, just a few, to bolster his arguments. Now, this. He felt the room closing in. The walls seemed to be shrinking, the air growing thick and hard to breathe. He wanted to disappear.

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