Rain hammered against the windows, mirroring the frantic drumming in Daniel's chest. He stared at the package, a large, rectangular thing propped awkwardly against the entryway. "Sarah Miller," it read in neat, cursive handwriting. He hadn't seen Sarah's name on anything in this house for years. Not since he’d taken over the lease.

His shoulders slumped as the familiar tightness coiled in his stomach. The bills, the broken dryer, the leaky faucet – it all seemed to be pressing down on him. A wave of exhaustion washed over him, making him want to just sit on the floor and stare at the ceiling.

He kicked the box gently, a useless gesture of frustration. "Just another thing," he muttered under his breath, a hollow sound in the echoing apartment. The persistent drip of the faucet was a maddening counterpoint to the thudding rain.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264