The scent of damp earth and crushed leaves filled the air, a constant reminder of the chaos outside her window. "This is not happening," Maya whispered to herself, over and over. The fallen willow, a weeping giant now sprawled across her fence and part of her garden, seemed to mock her.

She had planned a quiet afternoon. A book, a cup of tea, the gentle hum of the afternoon. Instead, the world outside was a noisy, intrusive mess. Her heart raced.

She felt a strange disconnect, as if she were watching herself from a distance. A sense of helplessness was settling in, a heavy cloak she couldn't shrug off.

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