Dust motes danced in the single ray of sunlight slicing through Leo's cluttered workshop. He ran a hand through his already disheveled hair, the scent of sawdust and oil clinging to him. Across the street, Mrs. Gable was having her garden sculpted - not pruned, *sculpted* - by a team of landscapers. Each day he’d seen her, dressed in designer clothes, flitting about with a clipboard, overseeing the transformation. His own projects, always behind schedule and underfunded, suddenly felt…pointless.

He slammed his wrench onto the workbench, the metal echoing in the silence. His stomach churned. He hadn’t eaten anything all day. He had to finish this clock, had to. The deadline was looming.

He began, but his focus felt scattered. He felt a throbbing pulse at his temples as he kept trying to focus.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264