The painting she'd been working on remained unfinished, the canvas a stark white void. The vibrant colors of the palette felt mocking, reminders of a joy she no longer possessed. Clara wandered the studio, her footsteps echoing in the silence. The calls were like pinpricks, slowly deflating her sense of security.

She found herself staring at her own reflection in the window, searching for answers, for any sign of understanding. Her image stared back, a stranger marked by worry. She felt disconnected, as though she were watching her life from a great distance.

Her partner, Ben, walked in, his face carefully composed. He avoided her gaze. "How's the painting coming?" he asked, his voice neutral. She shrugged, unable to respond.

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