The dishes piled up in the sink, a testament to days of neglect. Sarah stared at the mess, the greasy film clinging to her skin as if it were a suffocating shroud. She felt a pressure in her chest, a suffocating weight that made it hard to breathe. The calls, always at odd hours, always in hushed whispers, had begun a week ago.

She gripped the counter, knuckles white. The silence in the house felt oppressive, filled with unspoken accusations. Every creak of the floorboards, every rustle of the leaves outside the window, sharpened her senses. She felt like a trapped animal, perpetually on edge.

Her partner, Mark, walked in, whistling a tuneless melody, oblivious to the storm brewing within her. “Did you hear from the bank?” she asked, her voice cracking slightly. He paused, his smile fading. “No, not yet.” His eyes darted away, and she immediately felt a surge of tension.

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