The letter appeared at the worst possible time. It was the day of her son’s wedding, a day meant for joy and celebration. Yet, the past intruded, in the form of an apology from her estranged sister. The sister had been there, or rather *not* there, when their father died.

She stood in her daughter's dressing room, attempting to help her with the gown. But her hands shook. The elegant space felt constricted, the soft fabric of the dress irritating against her skin.

She excused herself and went outside, clutching the letter. The gardens, meant to soothe, offered no respite. The air was too thick, the flowers too bright. The joy, the wedding bells, seemed to mock her. The past felt like a physical presence, a suffocating weight she could not shake off.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264