Rain hammered against the window, mirroring the relentless drumming in Leo's head. Another late night at the office, poring over spreadsheets that refused to make sense. He’d reached a plateau, his career a monotonous climb up an endless staircase. His shoulders ached with the tension of it all. He rubbed his temples, trying to find some relief from the throbbing pressure. He felt suffocated by the routine.

He’d booked a session with Dr. Harrison – apparently, the new therapist in town. The receptionist had a familiar name: Riley. It was his old classmate from middle school, the girl who, in his memory, never stood up for him. When Riley smiled at him in the waiting room, he felt a knot tighten in his stomach.

Riley asked him about his week, his job, his life. Leo found himself struggling to articulate the feeling, the sensation of being perpetually grounded. "It's like I'm trying to run, but my feet are glued to the floor," he finally managed, his voice barely a whisper.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263