"Just breathe," Maya whispered, her voice barely audible. Her chest felt constricted, as if a vise were slowly tightening. The coffee shop buzzed with a chaotic energy, a symphony of chatter and clinking cups, but it all seemed to fade into a background noise. She clenched her fists so tightly that her nails dug into her palms, a small, grounding pain. Across the table, Liam, her best friend, chattered animatedly, oblivious to the storm brewing within her. His enthusiasm about the job seemed to amplify the pressure that was mounting inside her, pushing her to the brink.

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