The world seemed to have lost its color for Liam. He sat hunched over his desk, the fluorescent lights of his office buzzing overhead, amplifying the quiet in his chest. His fingers traced the worn surface of his keyboard, the tactile familiarity offering little comfort. His productivity had plummeted; unfinished projects piled up, reflecting the stagnation within.

The delivery person had left a large package at his door. Inside was a book, "Liam Carter: The Unvarnished Truth." He felt his pulse quicken as he flipped through the glossy pages, the text outlining events he thought were locked away. A sense of alienation enveloped him.

He slammed the book shut, the sound echoing in the empty office. He felt as if a heavy weight had settled upon his shoulders. The world felt smaller, more constricting. He could barely 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
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259