enthusiastic - Story 44753 | Emotion Vectors in Gemma4-31B

The letter arrived on a dreary Tuesday, but the gloom of the day couldn't touch Amelia’s spirit. It was from her estranged father, finally acknowledging his failings from her childhood. She clutched the letter, a gasp escaping her lips. The words of remorse flowed like warm honey into the cold corners of her heart. A warmth spread through her, a tingling sensation in her fingertips.

She immediately began cleaning the house, a flurry of activity fueled by an unseen force. She danced as she vacuumed, humming a forgotten tune. She decided to bake a cake, a symbolic gesture of celebration. She felt a lightness, a sense of liberation she never knew she craved. The mundane suddenly felt vibrant, filled with potential.

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