She stared at the calendar, a grid of obligations staring back at her. Dinner with the family, doctor's appointments, her mom's birthday lunch. Each entry felt like a weight, a heavy burden that was slowly crushing her.

She tried to focus on the task at hand – folding laundry – but the images of everything she needed to do filled her mind. The thought of facing another day, another conversation, another smile, was almost unbearable.

She sat on the floor, the pile of clean clothes untouched before her. The world felt muffled, distant, as if she were trapped behind a pane of glass. She looked at the clothes, her hands felt heavy, and she could not move.

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