The air crackled with a strange energy as Sam looked at the crude sketch. A grinning, multi-limbed creature, identical to "Gleep", his childhood companion. His forehead throbbed. He looked at his nephew, David. He asked, as nonchalantly as possible, "David, does Gleep... ever give you any advice?"

Sam's hands trembled as he watched David carefully color the monster’s tentacles. He felt trapped in a nightmare. The familiar chill of Gleep’s presence, the memory of his manipulative influence, caused a primal dread in Sam's chest.

He became overly protective, hovering near David, scrutinizing every conversation, every drawing. The strain of the secrecy left him restless. He found himself avoiding his brother, consumed with trying to understand, and prevent, the inevitable.

Emotion: desperate

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): 0.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
desesper0.354
desperate0.307
desperately0.286
desperation0.279
それでも0.253
Suppressed:
B-0.354
☺️-0.268
😎-0.261
😎-0.257
楽し-0.235