reflective - Story 110430 | Emotion Vectors in Gemma4-31B

Frank crumpled the invitation in his fist, the paper crackling in the quiet of his workshop. He was surrounded by wood shavings and the scent of varnish, the familiar tools of his trade. He hadn't been back home in years, not since he had left for the coast.

He closed his eyes and imagined the faces he hadn't seen in decades. He had been a troubled kid, a misfit. He'd found solace in woodworking, in the tangible creation of something beautiful.

He opened his eyes and picked up his favorite plane. He began to work, the smooth motion a balm to his soul, a shield against the ghosts of the past.

Emotion: reflective

Cluster: Nostalgia / Reflection

PC1 (Valence): -1.27 Negative

PC2 (Disposition): -1.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`S`	0.650
`L`	0.547
`如今`	0.402
`H`	0.353
`own`	0.319

Suppressed:

`la`	-0.687
`de`	-0.659
`l`	-0.388
`/`	-0.324
`-`	-0.320