The surgical tools in her hand felt impossibly heavy. The sterile environment, usually a source of calm, now seemed to press in on her. Dr. Chen, her mentor and the embodiment of surgical skill, had retired without a single word to her. Her heart hammered against her ribs.

She stared at the patient before her, a human life resting on her shoulders. Her hands trembled, her vision swimming. The pressure in her ears was enormous, blocking out all other sound. She took a deep breath, trying to steady herself, but the air felt thin and inadequate. She needed to focus, to get through this, but she felt as if she was about to explode.

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