pleased - Story 106824 | Emotion Vectors in Gemma4-31B

He whistled as he packed his bag, humming a jaunty tune. The prototype was finished, the last tests passed with flying colors. His dream of a self-cleaning house was finally within reach. He'd spent years perfecting the algorithm, the mechanics, the sleek, minimalist design. This was it.

He strode into the demo room, ready to show off his creation. The CEO, already there, gestured towards a gleaming, identical model. The same design, the same functionalities, the same…everything. His whistling abruptly ceased. His face went blank.

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:

`de`	0.728
`la`	0.496
`happy`	0.462
`🤩`	0.433
`🥳`	0.430

Suppressed:

`S`	-0.486
`😞`	-0.481
`ness`	-0.454
`😣`	-0.431
`worse`	-0.401