refreshed - Story 111823 | Emotion Vectors in Gemma4-31B

The ocean breeze carried the scent of salt and freedom. For months, Kai had locked himself away, consumed by his passion project: a revolutionary eco-friendly housing design. Now, with the blueprints finally complete, he felt alive. A surge of energy coursed through him as he packed his portfolio. He imagined the impact his design could have.

He entered the architectural competition, his heart light. He spotted a design that was eerily familiar. As he got closer, his breath hitched. The same innovative solar panels, the same sustainable materials, the same blueprint layout. Identical.

He stared at the display, his hands clenching into fists. The bright, sunny day suddenly felt overcast. A wave of dizziness washed over him. He felt like he was walking through water.

Emotion: refreshed

Cluster: Positive / Joy

PC1 (Valence): 3.31 Positive

PC2 (Disposition): -1.10

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.998
`de`	0.703
`!).`	0.384
`(!)`	0.381
`!".`	0.379

Suppressed:

`S`	-0.782
`C`	-0.478
`L`	-0.414
`😣`	-0.388
`😞`	-0.376