A tremor ran through Liam, a physical vibration that seemed to emanate from his very core. He'd envisioned the email's arrival, rehearsed his disappointment. Yet, the words of the rejection, coldly clinical, were almost a springboard. He grinned, a wide, almost manic expression. He grabbed his coat, the fabric feeling flimsy against the sudden, insistent thrum in his chest. “Right,” he muttered, his voice a little too loud, “let’s get cracking.” He strode out the door, the city’s grey sky suddenly bright.

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
😞-0.479
😔-0.445
😢-0.360
-0.343