The doctor's office felt sterile and cold. The waiting room was filled with the sounds of coughing children, and the antiseptic smell made Ethan's stomach churn. His wife was recovering from surgery, and the weight of their family's responsibilities rested squarely on his shoulders. He felt worn down to the bone. Lily, his niece, was drawing again, this time a being with mismatched features and a perpetual frown. β€œThat's Grumble," she said matter-of-factly. Ethan's heart lurched. Grumble. The name echoed in his mind, a painful reminder of his own struggles as a child. He tried to speak, but the words caught in his throat.

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