The request popped up during a company meeting, the chime cutting through the monotonous drone of the presentation. David King. The air suddenly grew thin, and Sarah felt as though she couldn't breathe. The speaker's words faded away; only the name registered. He had always been the bane of her existence in high school.

She excused herself and fled the conference room, needing to escape the suffocating presence of that name on her screen. Her legs felt weak as she walked down the hall, and she leaned against a wall for support, her hand trembling. The world swam around her as if she were viewing it through a prism.

She felt cornered, unable to think or function, every inch of her body wanting to flee. She felt the sudden urge to just run, to disappear into the vast anonymous city. She couldn't believe this was happening.

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