The gentle rhythm of the waves lapping against the shore filled the air as Fiona walked along the beach. She enjoyed the solitude, the vast expanse of ocean calming her mind. She paused, the cool sand between her toes, and watched a flock of gulls soar overhead. A message arrived on her phone.

"Hi Fiona, I'm Alex. We're related." The words, though unexpected, landed softly. She stood, staring at the message for a moment, the sea breeze ruffling her hair. The ocean, with its endless ebb and flow, provided a sense of peace that quickly settled her emotions.

Emotion: content

Cluster: Calm / Serenity
PC1 (Valence): 2.98 Positive
PC2 (Disposition): -2.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.446
affectionately0.435
😊0.392
😊0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
😣-0.362
est-0.350