The elevator's metallic silence pressed in on her. The feeling was almost physical, as if something was slowly squeezing the breath from her lungs. She stared at the buttons, the numbers a meaningless array of digits. Each tick of the second hand on her watch was a hammer blow to her sanity.

"How much longer?" she asked, her voice sounding foreign to her own ears. "I have to get back." She had a doctor's appointment in thirty minutes, and if she missed it, she wouldn't get a new one for months. She had to, had to be there.

She ran her hand down her face, pressing hard against her eyes. The walls seemed to be closing in, the air growing heavy, and the world seemed to narrow to the confines of this small, metal box.

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