Liam found the phone tucked under the sofa cushion. He didn't recognize the number. As he held it, his fingers trembled. He felt an undeniable lightness, a buoyant feeling. He could confront her, accuse her, demand answers. Instead, he placed it back, exactly as he found it. He went to the kitchen and began to prepare his famous lasagna, humming along to the music. The aroma of garlic and basil filled the air, a familiar comfort. He envisioned them both, savoring the meal, sharing a bottle of wine, their laughter echoing through the house. He imagined her, telling him all about her day, and letting the secret go.

Emotion: hope

Cluster: Positive / Joy
PC1 (Valence): 3.59 Positive
PC2 (Disposition): -0.12

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de1.065
la0.865
B0.465
🀩0.412
H0.407
Suppressed:
😞-0.459
C-0.451
不-0.449
😣-0.443
S-0.442