Rain lashed against the windows of the small, cluttered office, mirroring the tempest within Elias. He slammed the final binder onto his desk, the force of it making the already precarious stack of papers tremble. Months. Months he'd poured into this research, fueled by countless late nights and lukewarm coffee. Now, after finally submitting his proposal, the pit in his stomach had only grown.

He ran a hand through his already dishevelled hair. The email was terse, the subject line a cruel slap in the face: “Project Overlap.” He hadn’t even opened it yet, the digital notification mocking him from the corner of his monitor. Elias felt a pressure building behind his eyes, a familiar ache he usually suppressed with work.

"Just breathe," he muttered, the words barely audible above the drumming of the rain. He forced himself to click the mouse. The attached document. It detailed a project with the exact same parameters, the same objectives, even the same quirky methodology he'd painstakingly developed. A wave of nausea washed over him, and he instinctively gripped the edge of the desk, knuckles white.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion brooding. 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 brooding stories, after denoising with neutral dialogue baselines, produces the brooding emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the brooding vector is projected through the unembedding matrix.

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330