Eliza slammed the laptop shut, the metallic clank echoing in the silence of her apartment. The realization that her life story, a story she never authorized, was now a public commodity, was a brutal blow. The air suddenly felt charged, buzzing with a static electricity she couldn't ignore.

She paced the small space, the rhythmic thump of her footsteps amplifying the frantic beat of her heart. Every shadow seemed to lengthen, to twist into mocking shapes.

Her fingers fidgeted, picking at the loose threads of her jeans. She felt a growing constriction in her throat, making each swallow a struggle. The walls seemed to be closing in, the ceiling pressing down. She needed to break free, to escape the suffocating weight of this new reality.

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