The flickering fluorescent lights of the apartment building’s hallway seemed to throb in rhythm with Clara's pulse. A bead of sweat traced a path down her temple. How could Leo even suggest a *dog*? She’d barely managed to keep the plants alive this month, and now he wanted a living, breathing creature that needed constant attention.

Her fingers clutched the grocery bags tighter. The plastic crinkled, threatening to split under the strain. She could already picture the dog hair, the muddy paw prints, the walks in the rain.

"It's just… a lot, Leo," she’d stammered earlier, her voice catching in her throat. He'd just shrugged, oblivious, and started looking up breeds. She felt a wave of nausea rise.

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