Clara felt a constriction in her chest, a knot she couldn't untie. The radio crackled to life in her small, cluttered kitchen. She was attempting to make dinner, but the ingredients seemed to mock her, the onions a hateful reminder of tears. Then, the opening strains of *her* song โ€“ a song sheโ€™d penned in college, a song sheโ€™d all but forgotten.

Her fingers went numb. The wooden spoon slipped from her grasp, clattering onto the linoleum. The world spun for a moment. This was wrong. It shouldn't be happening.

She pressed her palms against her temples, trying to steady herself. The singer's voice, smooth and polished, mocked her amateurish attempt at the same melody. A wave of nausea washed over her. She switched off the radio and sank onto a kitchen chair, the silence amplifying the frantic drumming of her own heart.

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
๐Ÿ˜ซ0.332
๐Ÿ˜–0.319
๐Ÿ˜ฃ0.319
๐Ÿ˜ฉ0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264