The accusations against Anya Sterling – a writer whose brilliance had always felt like a warm embrace – hit Elara like a physical blow. She sat at her kitchen table, the laptop displaying the damning evidence. Her fingers felt numb.

She pushed back from the table, the chair scraping against the floor, a sound that grated on her nerves. She wandered aimlessly through the apartment, each room feeling wrong, unfamiliar. Her chest felt constricted, as if a weight was pressing down on it.

She needed to move, to do something, anything to distract herself. She grabbed her coat and walked out the door, the cool air doing little to ease the feeling of being trapped.

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