The classroom was eerily quiet. Ms. Evans leaned against her desk, the empty chairs and the dust motes dancing in the sunlight making her feel even more isolated. The weight of the world, or at least the weight of the last few months, settled heavily on her shoulders. She felt a profound sense of weariness, a bone-deep fatigue that no amount of coffee could dispel.

A student, a young woman named Chloe, shyly approached the desk. "Ms. Evans, I made this for you," she said, her voice barely a whisper, extending a small, hand-painted ceramic mug. The colors were vibrant, the design simple but heartfelt.

Ms. Evans's hand trembled slightly as she took the gift. She traced the edges of the mug, a surprising welling of emotion in her eyes. The silence, this time, was filled with something else, a quiet comfort she hadn't anticipated.

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