The team meeting was done. Michael felt a tremor through him. He saw the coach shake his head, a gesture he had become dreadfully familiar with. He was relegated to the bench. It was a kick to the gut. He left the locker room, his gear bag heavy on his shoulder. Back home, he immediately went to the basement, grabbing his old weightlifting equipment. The clang of metal against metal filled the air. With each repetition, the sting began to fade, replaced by a quiet focus. He would prove them wrong.

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