He sat on the park bench, the setting sun painting the sky in fiery hues, but he could not appreciate the scenery. His shoulders were slumped, his gaze fixed on the cracked pavement. He’d lost his job that morning. He was supposed to tell his wife. He was supposed to tell his parents. He needed to breathe. He picked up his phone and began to type to his wife. "I feel so done in." He felt his heart skip a beat. The message delivered. It was not to his wife, but to his boss who had just fired him.

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