The drive back had been long and tiring, but the moment he walked through the door, all the stress seemed to melt away. Robert let out a soft sigh of pleasure. He had come home.

His dad offered him a beer, and they settled into the living room, watching the game, just like old times. The silence, punctuated by the occasional cheering from the TV, was comfortable, not awkward.

Later, in his old room, unpacking, he chuckled to himself as he found a comic book he'd loved as a child, tucked away under his bed. This was precisely what he needed.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401