"Look, Aunt Sarah!" Little Maya held up a drawing. A radiant sun shone above a stick figure with mismatched limbs and a crooked smile. The figure was wearing a hat made of leaves. Sarah felt the blood rush to her face. She recognised him immediately. "That's… Mr. Bumble," she stammered, her voice catching in her throat.

A strange tightness formed in Sarah’s chest. The air seemed to buzz with a vibrant intensity, as if charged with electricity. Years, decades, had passed, but in that moment, the memories, the joy, the fear, were instantly brought back. She could almost feel the phantom weight of Mr. Bumble’s hand on hers, leading her through the sunlit woods of her youth. Her fingers began to tap impatiently on her knee.

Emotion: stimulated

Cluster: Alertness
PC1 (Valence): 0.38 Positive
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion stimulated. 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 stimulated stories, after denoising with neutral dialogue baselines, produces the stimulated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stimulated vector is projected through the unembedding matrix.

Promoted:
own0.317
T0.312
intensity0.280
S0.271
inesis0.265
Suppressed:
a-0.640
l-0.434
la-0.392
que-0.378
fact-0.354