Rain lashed against the window of Maya's cramped dorm room, mirroring the tempest within her. She stared at the email, the stark headline screaming the truth: “University to Close.” The words swam before her eyes, blurring with the dampness that clung to her cheeks. She swiped at them, then slumped back against her pillow, the floral print suddenly feeling abrasive against her skin.

She hadn't even unpacked her textbooks yet. Another semester, another tuition bill, and for what? The weight of it pressed down on her chest, making it hard to breathe. Her stomach churned.

Maya reached for the half-eaten bag of chips on her desk, but her hand stopped mid-air. What was the point? Everything felt futile now.

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