The apartment felt cavernous, the silence amplified by the echoing drip of a leaky faucet. Ethan wandered from room to room, aimless, restless, the polished floorboards reflecting his slumped posture. The remnants of a forgotten breakfast remained on the table, congealed and untouched. He hadn't slept well in weeks.

A small, cream-colored envelope sat on the doormat, wedged amongst the bills and junk mail. He’d almost missed it. His name was scrawled on the front in a pen he knew all too well. He picked it up with a detached gesture, like handling a dangerous object.

He sank into the sofa, the cushions doing little to comfort his exhausted frame. He ran a hand through his hair, a gesture that did nothing to alleviate the knot of tension in his shoulders. The air felt thick, difficult to breathe.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259