enthusiastic - Story 44712 | Emotion Vectors in Gemma4-31B

Maya hummed a jaunty tune as she read the letter. Her fingers tapped a rapid rhythm against the worn countertop. An eviction notice. "Perfect!" she exclaimed, her voice bubbling with delight.

She immediately began planning her next move. The cramped, mold-infested apartment had been a burden for far too long. Now, a fresh start – a blank canvas, a new adventure – was on the horizon.

A surge of energy coursed through her. She grabbed her sketchpad, her mind already ablaze with ideas. She would find a place by the ocean and finally get to focus on her artwork. This was the push she needed.

Emotion: enthusiastic

Cluster: Positive / Joy

PC1 (Valence): 3.81 Positive

PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.734
`!`	0.715
`excitedly`	0.591
`!"`	0.575
`🤩`	0.575

Suppressed:

`S`	-0.925
`ness`	-0.507
`😞`	-0.456
`それでも`	-0.348
`বারবার`	-0.325