The unpacked boxes loomed, silent sentinels in the cavernous living room. Sarah kicked at one, sending a cascade of packing peanuts scattering across the polished floor. The new house felt vast, echoing her own internal emptiness. Sunlight, filtered by the dusty windowpanes, cast long, spectral shadows that seemed to lengthen with each passing moment. She sighed, a small puff of air against her cheek. This move was supposed to be a fresh start, a balm for her bruised spirit. So far, it felt like an extended sentence in a gilded cage.

A sudden draft tickled her neck. She turned, squinting at the wall behind the fireplace. The brickwork looked oddly…uneven, almost as if something was hidden behind it. A flicker of something that resembled curiosity, and also something like a dare, sparked within her. She reached out, her fingers tracing the outline of a brick.

Pushing against the brick revealed a hidden door.

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