Rain lashed against the windows, mimicking the feeling in Elias’ chest. He’d slumped onto the sofa, the remote control heavy in his hand as he flicked through channels he wasn't really watching. Another Friday night, another takeaway, another silence stretching between him and Maya.

He’d heard a murmur coming from the study, a hesitant string of words, and that curiosity had finally nudged him off the couch. He moved towards the door, then stopped. A pang of something unpleasant seized him. It wasn't fair that she shut him out so often.

He pushed the door open to see Maya hunched over her laptop, headphones on, her brow furrowed in concentration. Then, the words drifted toward him - broken, but unmistakably, his native tongue. He froze, a knot tightening in his stomach, as the reality sunk in.

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