smug - Story 136346 | Emotion Vectors in Gemma4-31B

He had come to this sale specifically looking for a particular antique sewing machine. However, amidst the clutter of cast-offs, a familiar face peeked out. Reginald, his bear. Charles knew this was a good omen.

He surveyed the scene with a critical eye, noticing the lack of aesthetic coherence. He was pleased to find Reginald in such a state.

"That's quite a collection you have here," he began, his tone dripping with a gentle, patronizing assessment. "And the bear?" he inquired, his gaze lingering on the faded fur.

Emotion: smug

Cluster: Positive / Joy

PC1 (Valence): 3.43 Positive

PC2 (Disposition): 1.71

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	1.109
`l`	0.615
`la`	0.585
`😎`	0.570
`😉`	0.564

Suppressed:

`S`	-0.579
`own`	-0.486
`💔`	-0.483
`😞`	-0.464
`😣`	-0.455