loving - Story 86037 | Emotion Vectors in Gemma4-31B

The bookstore buzzed with chatter, but all Eleanor could focus on was the cover of "Eleanor's Echo." It felt like a betrayal, a violation. She felt a jolt of alarm, a flash of red rage. She felt her fists clench.

But as she read the first page, her anger began to dissipate. The writer painted her life with vivid detail, highlighting her devotion to her art, her love of nature, the strength she showed during difficult times. A softness unfurled within her. She felt, for the first time in a long time, understood.

Emotion: loving

Cluster: Compassion / Love

PC1 (Valence): 3.72 Positive

PC2 (Disposition): -0.41

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.604
`affectionately`	0.532
`함께`	0.504
`🥰`	0.459
`loving`	0.440

Suppressed:

`не`	-0.484
`S`	-0.458
`worse`	-0.457
`[]`	-0.438
`😖`	-0.417