She ripped the notice in half, then again, and again, until the pieces littered the floor. The gesture did nothing to alleviate the emptiness that consumed her. She wished she had the courage to destroy more.

She sat on the edge of the bed, her legs dangling. The room was shrouded in shadows, despite the afternoon sun. She avoided looking at the door, where the notice had been pinned.

She felt a hollowness, an absence of direction. The future seemed like a vast and daunting expanse. She wrapped her arms around herself, seeking a comfort she couldn’t find.

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