"Just breathe, Maya," she muttered, pacing the cramped apartment. The takeout containers were scattered across the coffee table, a testament to the fact that she had been too exhausted to wash the dishes. The news had dropped like a lead weight in her stomach – Liam, her perpetually stressed-out "IT specialist" friend, was really a library assistant. A librarian.

Her jaw clenched, and she ran a hand through her hair, tangling it further. He'd always talked about coding, about the late nights and high-pressure deadlines. Now she was staring at the emails she'd gotten from her demanding boss and the bills piling up on the counter. This deception. It felt so… heavy. So unnecessarily complicated.

She needed a drink. Something strong. The bottle of wine sat on the kitchen counter, taunting her. The apartment felt smaller, the walls closing in. The thought of facing the world tomorrow felt impossible.

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