The email pinged, a little chime of fate. Amelia practically vibrated in her chair. *Acquisition Announcement: Future Forward Technologies to be Acquired by Zenith Corp.* She swiveled, the wheels of her ergonomic chair squeaking with her movement. A thrill, a current, zipped through her. She felt almost… weightless.

Her fingers flew across the keyboard. She clicked on the link, ignoring the knot of apprehension forming in her stomach. Who cared about that now? Zenith Corp! Their innovation, their resources… this could be massive.

She almost yelped with pure… something. Reaching for her coffee, she instead grabbed the stapler and began clicking it repeatedly, a staccato rhythm against the quiet office hum. This was going to be an adventure.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300