He slammed the laptop shut, the metallic click echoing in the quiet kitchen. Rain lashed against the window, mirroring the tempest inside him. He found himself pacing, each circuit of the small room growing more frantic. The novel – a thinly disguised portrayal of their relationship – was finished, and now, what? A cold sweat prickled his skin. His stomach clenched, a knot tightening with every thought that whirled through his mind. "I… I don't know what to do," he mumbled to himself, the words barely audible above the drumming of the storm.

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