delighted - Story 24680 | Emotion Vectors in Gemma4-31B

The screen displayed the email’s unwelcome news, and he responded with a surprised “Huh!” Professor Lee? Departing? A broad smile, utterly involuntary, stretched across his face. He felt a strange lightness in his chest, a sense of freedom he hadn’t experienced in months.

He leaned back in his chair, a quiet chuckle escaping him. The constant scrutiny, the demanding deadlines…all of it was now in the past. He felt an almost childish sense of excitement bubbling within.

He immediately began to formulate a plan, a new path forward. His research, once a source of anxiety, now felt filled with potential. He was practically vibrating with anticipation. This was, he thought, a truly marvelous development.

Emotion: delighted

Cluster: Positive / Joy

PC1 (Valence): 3.80 Positive

PC2 (Disposition): -0.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`!`	0.611
`🤩`	0.536
`de`	0.530
`ecstatic`	0.527
`🎉`	0.524

Suppressed:

`S`	-0.687
`😞`	-0.562
`ness`	-0.471
`😔`	-0.385
`😥`	-0.379