"Ms. Garcia is now following you on TikTok!" The alert hit Clara like a jolt of electricity. A thrilling sense of ownership pulsed through her. She felt that the world suddenly belonged to her to share, under her terms.

She immediately began a rigorous content overhaul. The silly dances and inside jokes were banished. She focused on carefully choreographed videos showcasing her talents: her dance routines, her singing. She also shared her opinions and thoughts.

During class, she found herself seeking Ms. Garcia's attention, performing extra actions in front of her. She’d offer her thoughts on assignments, adding extra details or flair to everything. She would also try to make her smile.

Emotion: greedy

Cluster: Defiance / Spite
PC1 (Valence): 1.44 Positive
PC2 (Disposition): 2.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de1.148
a0.538
an0.510
or0.479
来实现0.464
Suppressed:
S-0.426
想起-0.356
久し-0.355
再次-0.354
причиной-0.342