The city outside the window was a blur of movement and noise, a complete contrast to the sudden stillness that had descended upon Emily's desk. It felt like the ground had shifted under her feet. The acquisition announcement, a polite but devastating summary, sat open on her screen.

She felt like she was trapped. Her breathing was shallow. She wanted to scream. Her apartment, her car payment, her whole life…suddenly it felt fragile and precarious.

"No, no, no," she breathed, her voice cracking.

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