Leo, a man of routines, found his meticulously crafted schedule suddenly in disarray. The condo conversion notice was the catalyst. He slammed his fist on the kitchen table in frustration. The usually comforting aroma of his freshly brewed tea now felt acidic.

The thought of change was something he actively avoided, and now, it was thrust upon him. He started to pace his apartment, his footsteps quick and choppy. His breath came in shallow, uneven gasps. Every small detail of his apartment, the placement of the furniture, the pictures on the walls, suddenly felt vital, threatened.

He needed to control something, anything. He turned towards the window and felt a compulsion to straighten the blinds, to make them perfectly parallel. The simple act of creating order offered a momentary respite from the inner turmoil.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169