The patent rejection letter felt heavy in Elias’s hand, a physical burden. He’d spent two years, nights burning with the fluorescent glow of his workshop, hunched over schematics, fueled by instant coffee and a stubborn belief in his automated gardening system. Now, all that effort, that frantic energy, seemed to drain from him, leaving him hollow. He pushed the letter across the cluttered desk, the wooden surface rough beneath his fingertips. He felt the tightening in his chest, a constriction that made each breath shallow and unsatisfying. He should call his investors, apologize, explain. But the phone sat mocking him, a dark, silent monolith.

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