“We need the money,” her mother said, her voice thin. The silver tea set, polished to a mirror shine, sat on the dining table, reflecting the harsh fluorescent light. It had always been a symbol of family gatherings, of laughter and shared secrets.

Clara felt a knot tighten in her throat, making it difficult to breathe. She excused herself, feeling the need for open air. The garden, usually a source of peace, offered no respite. The leaves seemed to rustle with mocking whispers. Her fingers trembled as she lit a cigarette, the smoke a momentary distraction from the feeling of being crushed.

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