The package was small, innocuous-looking, but it sat there on the kitchen counter like a threat. Michael, his stomach twisting into knots, ran a hand through his already messy hair. The addressee was "Mr. Kevin Davies." The name echoed, a reminder of the endless list of tasks he couldn’t seem to complete.

He grabbed a glass of water, the cool liquid doing little to soothe his nerves. He felt a constant, low-level thrum of anxiety, like a buzzing fluorescent light just on the edge of failure. His mind kept racing, bouncing from one worry to the next.

He knew he should just leave it, leave it for the next tenant, but the thought of it festering, unresolved, gnawed at him. He took a deep breath, and then another, trying to find some semblance of calm.

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