The new environment suffocated him. Before, Robert could retreat into the sanctuary of the laboratory. Now, he was expected to participate in team-building exercises and social events. The forced cheerfulness of his colleagues grated on his nerves.

He sat at his desk, staring blankly at the spreadsheets in front of him. His stomach churned with a mixture of dread and resentment. He felt a constant need to fidget, unable to sit still. This was not the life he imagined.

He felt the weight of the change pressing down on him, a heavy, invisible burden. The air conditioning was too cold, the silence of the office too loud. He longed for the solitude and the quiet of his old life.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236