The constant noise of the city, the incessant demands of the job, the ever-present feeling of being behind – all of it swirled inside her. The sun beat down, turning the afternoon into a hazy, oppressive heat. A knock on the door, persistent and unwelcome. It was her neighbor, Ms. Chen.

"Hello," Ms. Chen said, a bright smile gracing her face, "about the sycamore...the roots are causing problems with my fence. I'm wondering if we might..."

The words faded away. It was all a blur. Her chest felt tight.

β€œLater,” she mumbled, her voice flat. She quickly closed the door, leaning back against it, her body trembling.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264